From 6f8a0490fc007c58d270769664934cc2e94e273b Mon Sep 17 00:00:00 2001
From: root <root@vm6.template>
Date: Sun, 22 Feb 2026 09:58:16 +0000
Subject: [PATCH] Fix: remove duplicate author-bio includes, add author images,
 move inline styles

- Remove author-bio.php and article-footer.php duplicate inclusions from
  inside related article cards across 17 articles (was rendering 4x per page)
- Create /assets/images/authors/ with SVG avatars for all 7 named authors
- Move inline <style> block out of author-bio.php into main.css
---
 assets/css/main.css                           | 109 ++++++++++++++++++
 assets/images/authors/david-martinez.svg      |   5 +
 assets/images/authors/emma-richardson.svg     |   5 +
 assets/images/authors/james-wilson.svg        |   5 +
 assets/images/authors/michael-thompson.svg    |   5 +
 assets/images/authors/rachel-singh.svg        |   5 +
 assets/images/authors/sarah-chen.svg          |   5 +
 assets/images/authors/team-avatar.svg         |   5 +
 ...business-intelligence-dashboard-design.php |  26 +----
 .../cloud-native-scraping-architecture.php    |  24 +---
 .../competitive-intelligence-roi-metrics.php  |  26 +----
 ...ta-automation-strategies-uk-businesses.php |  26 +----
 .../data-quality-validation-pipelines.php     |  24 +---
 ...financial-services-data-transformation.php |  24 +---
 .../gdpr-data-minimisation-practices.php      |  24 +---
 blog/articles/handling-captchas-scraping.php  |  24 +---
 .../javascript-heavy-sites-scraping.php       |  26 +----
 .../predictive-analytics-customer-churn.php   |  26 +----
 .../python-scrapy-enterprise-guide.php        |  24 +---
 .../retail-price-monitoring-strategies.php    |  24 +---
 .../selenium-vs-playwright-comparison.php     |  24 +---
 .../sql-analytics-advanced-techniques.php     |  26 +----
 .../uk-property-market-data-trends.php        |  24 +---
 .../web-scraping-compliance-uk-guide.php      |  26 +----
 blog/articles/web-scraping-rate-limiting.php  |  24 +---
 includes/author-bio.php                       | 107 -----------------
 26 files changed, 195 insertions(+), 478 deletions(-)
 create mode 100644 assets/images/authors/david-martinez.svg
 create mode 100644 assets/images/authors/emma-richardson.svg
 create mode 100644 assets/images/authors/james-wilson.svg
 create mode 100644 assets/images/authors/michael-thompson.svg
 create mode 100644 assets/images/authors/rachel-singh.svg
 create mode 100644 assets/images/authors/sarah-chen.svg
 create mode 100644 assets/images/authors/team-avatar.svg

diff --git a/assets/css/main.css b/assets/css/main.css
index a68e1bf..819870d 100644
--- a/assets/css/main.css
+++ b/assets/css/main.css
@@ -4568,3 +4568,112 @@ body { font-size: 17px; }
     .article-cta .cta-actions { width: 100%; }
     .article-cta .btn-primary, .article-cta .btn-secondary { text-align: center; flex: 1; }
 }
+
+
+/* === Author Bio Component (moved from inline, Feb 2026) ===*/
+
+.author-bio {
+    display: flex;
+    gap: 20px;
+    padding: 24px;
+    background: linear-gradient(135deg, #f8f9fa 0%, #e9ecef 100%);
+    border-radius: 12px;
+    margin: 40px 0;
+    border-left: 4px solid #179e83;
+}
+
+.author-avatar img {
+    width: 80px;
+    height: 80px;
+    border-radius: 50%;
+    object-fit: cover;
+    border: 3px solid #179e83;
+}
+
+.author-info {
+    flex: 1;
+}
+
+.author-header {
+    font-size: 0.85rem;
+    text-transform: uppercase;
+    letter-spacing: 0.5px;
+    color: #144784;
+    margin: 0 0 8px 0;
+    font-weight: 600;
+}
+
+.author-name {
+    font-size: 1.25rem;
+    font-weight: 700;
+    color: #1a1a1a;
+    margin: 0 0 4px 0;
+}
+
+.author-role {
+    font-size: 0.95rem;
+    color: #666;
+    margin: 0 0 12px 0;
+    font-weight: 500;
+}
+
+.author-description {
+    font-size: 0.95rem;
+    color: #444;
+    line-height: 1.6;
+    margin: 0 0 16px 0;
+}
+
+.author-expertise {
+    display: flex;
+    flex-wrap: wrap;
+    gap: 8px;
+    align-items: center;
+    margin-bottom: 12px;
+}
+
+.expertise-label {
+    font-size: 0.85rem;
+    font-weight: 600;
+    color: #555;
+}
+
+.expertise-tag {
+    font-size: 0.8rem;
+    padding: 4px 10px;
+    background: #fff;
+    border: 1px solid #ddd;
+    border-radius: 16px;
+    color: #555;
+}
+
+.author-social .linkedin-link {
+    display: inline-flex;
+    align-items: center;
+    gap: 6px;
+    color: #0077b5;
+    text-decoration: none;
+    font-size: 0.9rem;
+    font-weight: 500;
+    transition: color 0.2s;
+}
+
+.author-social .linkedin-link:hover {
+    color: #005885;
+    text-decoration: underline;
+}
+
+@media (max-width: 600px) {
+    .author-bio {
+        flex-direction: column;
+        text-align: center;
+    }
+
+    .author-avatar {
+        margin: 0 auto;
+    }
+
+    .author-expertise {
+        justify-content: center;
+    }
+}
diff --git a/assets/images/authors/david-martinez.svg b/assets/images/authors/david-martinez.svg
new file mode 100644
index 0000000..5159106
--- /dev/null
+++ b/assets/images/authors/david-martinez.svg
@@ -0,0 +1,5 @@
+<svg xmlns="http://www.w3.org/2000/svg" width="80" height="80" viewBox="0 0 80 80">
+  <circle cx="40" cy="40" r="40" fill="#144784"/>
+  <circle cx="40" cy="30" r="14" fill="rgba(255,255,255,0.9)"/>
+  <ellipse cx="40" cy="68" rx="22" ry="18" fill="rgba(255,255,255,0.9)"/>
+</svg>
diff --git a/assets/images/authors/emma-richardson.svg b/assets/images/authors/emma-richardson.svg
new file mode 100644
index 0000000..5159106
--- /dev/null
+++ b/assets/images/authors/emma-richardson.svg
@@ -0,0 +1,5 @@
+<svg xmlns="http://www.w3.org/2000/svg" width="80" height="80" viewBox="0 0 80 80">
+  <circle cx="40" cy="40" r="40" fill="#144784"/>
+  <circle cx="40" cy="30" r="14" fill="rgba(255,255,255,0.9)"/>
+  <ellipse cx="40" cy="68" rx="22" ry="18" fill="rgba(255,255,255,0.9)"/>
+</svg>
diff --git a/assets/images/authors/james-wilson.svg b/assets/images/authors/james-wilson.svg
new file mode 100644
index 0000000..5159106
--- /dev/null
+++ b/assets/images/authors/james-wilson.svg
@@ -0,0 +1,5 @@
+<svg xmlns="http://www.w3.org/2000/svg" width="80" height="80" viewBox="0 0 80 80">
+  <circle cx="40" cy="40" r="40" fill="#144784"/>
+  <circle cx="40" cy="30" r="14" fill="rgba(255,255,255,0.9)"/>
+  <ellipse cx="40" cy="68" rx="22" ry="18" fill="rgba(255,255,255,0.9)"/>
+</svg>
diff --git a/assets/images/authors/michael-thompson.svg b/assets/images/authors/michael-thompson.svg
new file mode 100644
index 0000000..5159106
--- /dev/null
+++ b/assets/images/authors/michael-thompson.svg
@@ -0,0 +1,5 @@
+<svg xmlns="http://www.w3.org/2000/svg" width="80" height="80" viewBox="0 0 80 80">
+  <circle cx="40" cy="40" r="40" fill="#144784"/>
+  <circle cx="40" cy="30" r="14" fill="rgba(255,255,255,0.9)"/>
+  <ellipse cx="40" cy="68" rx="22" ry="18" fill="rgba(255,255,255,0.9)"/>
+</svg>
diff --git a/assets/images/authors/rachel-singh.svg b/assets/images/authors/rachel-singh.svg
new file mode 100644
index 0000000..5159106
--- /dev/null
+++ b/assets/images/authors/rachel-singh.svg
@@ -0,0 +1,5 @@
+<svg xmlns="http://www.w3.org/2000/svg" width="80" height="80" viewBox="0 0 80 80">
+  <circle cx="40" cy="40" r="40" fill="#144784"/>
+  <circle cx="40" cy="30" r="14" fill="rgba(255,255,255,0.9)"/>
+  <ellipse cx="40" cy="68" rx="22" ry="18" fill="rgba(255,255,255,0.9)"/>
+</svg>
diff --git a/assets/images/authors/sarah-chen.svg b/assets/images/authors/sarah-chen.svg
new file mode 100644
index 0000000..5159106
--- /dev/null
+++ b/assets/images/authors/sarah-chen.svg
@@ -0,0 +1,5 @@
+<svg xmlns="http://www.w3.org/2000/svg" width="80" height="80" viewBox="0 0 80 80">
+  <circle cx="40" cy="40" r="40" fill="#144784"/>
+  <circle cx="40" cy="30" r="14" fill="rgba(255,255,255,0.9)"/>
+  <ellipse cx="40" cy="68" rx="22" ry="18" fill="rgba(255,255,255,0.9)"/>
+</svg>
diff --git a/assets/images/authors/team-avatar.svg b/assets/images/authors/team-avatar.svg
new file mode 100644
index 0000000..5159106
--- /dev/null
+++ b/assets/images/authors/team-avatar.svg
@@ -0,0 +1,5 @@
+<svg xmlns="http://www.w3.org/2000/svg" width="80" height="80" viewBox="0 0 80 80">
+  <circle cx="40" cy="40" r="40" fill="#144784"/>
+  <circle cx="40" cy="30" r="14" fill="rgba(255,255,255,0.9)"/>
+  <ellipse cx="40" cy="68" rx="22" ry="18" fill="rgba(255,255,255,0.9)"/>
+</svg>
diff --git a/blog/articles/business-intelligence-dashboard-design.php b/blog/articles/business-intelligence-dashboard-design.php
index ee803da..570f7e3 100644
--- a/blog/articles/business-intelligence-dashboard-design.php
+++ b/blog/articles/business-intelligence-dashboard-design.php
@@ -1182,33 +1182,13 @@ $read_time = 12;
                         <article class="related-card">
                             <h3><a href="predictive-analytics-customer-churn.php">Predictive Analytics for Customer Churn Prevention</a></h3>
                             <p>Learn how to build and implement predictive models that identify at-risk customers before they leave.</p>
-                            <span class="read-time">10 min read</span>
-                        <?php include($_SERVER['DOCUMENT_ROOT'] . '/includes/author-bio.php'); ?>
-
-        <?php include($_SERVER['DOCUMENT_ROOT'] . '/includes/article-footer.php'); ?>
-        </div>
-    </article>
-                        
-                        <article class="related-card">
+                            <span class="read-time">10 min read</span>                        <article class="related-card">
                             <h3><a href="../categories/business-intelligence.php">More Business Intelligence Articles</a></h3>
                             <p>Explore our complete collection of business intelligence guides, best practices, and case studies.</p>
-                            <span class="read-time">Browse category</span>
-                        <?php include($_SERVER['DOCUMENT_ROOT'] . '/includes/author-bio.php'); ?>
-
-        <?php include($_SERVER['DOCUMENT_ROOT'] . '/includes/article-footer.php'); ?>
-        </div>
-    </article>
-                        
-                        <article class="related-card">
+                            <span class="read-time">Browse category</span>                        <article class="related-card">
                             <h3><a href="/case-studies/">Dashboard Success Stories</a></h3>
                             <p>See real-world examples of successful dashboard implementations across different industries.</p>
-                            <span class="read-time">Multiple studies</span>
-                        <?php include($_SERVER['DOCUMENT_ROOT'] . '/includes/author-bio.php'); ?>
-
-        <?php include($_SERVER['DOCUMENT_ROOT'] . '/includes/article-footer.php'); ?>
-        </div>
-    </article>
-                    </div>
+                            <span class="read-time">Multiple studies</span>                    </div>
                 </section>
             </div>
         <?php include($_SERVER['DOCUMENT_ROOT'] . '/includes/author-bio.php'); ?>
diff --git a/blog/articles/cloud-native-scraping-architecture.php b/blog/articles/cloud-native-scraping-architecture.php
index 7633785..399e477 100644
--- a/blog/articles/cloud-native-scraping-architecture.php
+++ b/blog/articles/cloud-native-scraping-architecture.php
@@ -433,31 +433,13 @@ class ProxyManager:
                         <article class="related-card">
                             <span class="category">Web Scraping</span>
                             <h4><a href="javascript-heavy-sites-scraping.php">Scraping JavaScript-Heavy Sites: Advanced Techniques</a></h4>
-                            <span class="read-time">6 min read</span>
-                        <?php include($_SERVER['DOCUMENT_ROOT'] . '/includes/author-bio.php'); ?>
-
-        <?php include($_SERVER['DOCUMENT_ROOT'] . '/includes/article-footer.php'); ?>
-        </div>
-    </article>
-                        <article class="related-card">
+                            <span class="read-time">6 min read</span>                        <article class="related-card">
                             <span class="category">Data Analytics</span>
                             <h4><a href="data-quality-validation-pipelines.php">Building Robust Data Quality Validation Pipelines</a></h4>
-                            <span class="read-time">9 min read</span>
-                        <?php include($_SERVER['DOCUMENT_ROOT'] . '/includes/author-bio.php'); ?>
-
-        <?php include($_SERVER['DOCUMENT_ROOT'] . '/includes/article-footer.php'); ?>
-        </div>
-    </article>
-                        <article class="related-card">
+                            <span class="read-time">9 min read</span>                        <article class="related-card">
                             <span class="category">Technology</span>
                             <h4><a href="data-automation-strategies-uk-businesses.php">Data Automation Strategies for UK Businesses</a></h4>
-                            <span class="read-time">9 min read</span>
-                        <?php include($_SERVER['DOCUMENT_ROOT'] . '/includes/author-bio.php'); ?>
-
-        <?php include($_SERVER['DOCUMENT_ROOT'] . '/includes/article-footer.php'); ?>
-        </div>
-    </article>
-                    </div>
+                            <span class="read-time">9 min read</span>                    </div>
                 </aside>
             </div>
         <?php include($_SERVER['DOCUMENT_ROOT'] . '/includes/author-bio.php'); ?>
diff --git a/blog/articles/competitive-intelligence-roi-metrics.php b/blog/articles/competitive-intelligence-roi-metrics.php
index 8d77c00..e7440cb 100644
--- a/blog/articles/competitive-intelligence-roi-metrics.php
+++ b/blog/articles/competitive-intelligence-roi-metrics.php
@@ -685,39 +685,19 @@ $read_time = 8;
                             <div class="article-footer">
                                 <span class="read-time">9 min read</span>
                                 <a href="data-quality-validation-pipelines.php" class="read-more">Read →</a>
-                            </div>
-                        <?php include($_SERVER['DOCUMENT_ROOT'] . '/includes/author-bio.php'); ?>
-
-        <?php include($_SERVER['DOCUMENT_ROOT'] . '/includes/article-footer.php'); ?>
-        </div>
-    </article>
-                        
-                        <article class="article-card">
+                            </div>                        <article class="article-card">
                             <h3><a href="business-intelligence-dashboard-design.php">Designing Effective Business Intelligence Dashboards</a></h3>
                             <p>Create compelling, actionable BI dashboards that drive decision-making and business value.</p>
                             <div class="article-footer">
                                 <span class="read-time">11 min read</span>
                                 <a href="business-intelligence-dashboard-design.php" class="read-more">Read →</a>
-                            </div>
-                        <?php include($_SERVER['DOCUMENT_ROOT'] . '/includes/author-bio.php'); ?>
-
-        <?php include($_SERVER['DOCUMENT_ROOT'] . '/includes/article-footer.php'); ?>
-        </div>
-    </article>
-                        
-                        <article class="article-card">
+                            </div>                        <article class="article-card">
                             <h3><a href="financial-services-data-transformation.php">Financial Services Data Transformation Success Story</a></h3>
                             <p>How a leading UK investment firm automated their market data collection and reduced analysis time by 75%.</p>
                             <div class="article-footer">
                                 <span class="read-time">7 min read</span>
                                 <a href="financial-services-data-transformation.php" class="read-more">Read →</a>
-                            </div>
-                        <?php include($_SERVER['DOCUMENT_ROOT'] . '/includes/author-bio.php'); ?>
-
-        <?php include($_SERVER['DOCUMENT_ROOT'] . '/includes/article-footer.php'); ?>
-        </div>
-    </article>
-                    </div>
+                            </div>                    </div>
                     
                     <div class="category-links">
                         <a href="../categories/data-analytics.php" class="btn btn-secondary">More Data Analytics Articles</a>
diff --git a/blog/articles/data-automation-strategies-uk-businesses.php b/blog/articles/data-automation-strategies-uk-businesses.php
index c5b8bde..7865347 100644
--- a/blog/articles/data-automation-strategies-uk-businesses.php
+++ b/blog/articles/data-automation-strategies-uk-businesses.php
@@ -174,33 +174,13 @@ $og_image = "https://ukdataservices.co.uk/assets/images/icon-automation.svg";
                             <article class="related-card">
                                 <h3><a href="/blog/articles/competitive-intelligence-roi-metrics.php">Measuring ROI in Competitive Intelligence: A UK Business Guide</a></h3>
                                 <p>Learn how to quantify the value of competitive intelligence initiatives and demonstrate clear ROI to stakeholders.</p>
-                                <span class="category-tag">Data Analytics</span>
-                            <?php include($_SERVER['DOCUMENT_ROOT'] . '/includes/author-bio.php'); ?>
-
-        <?php include($_SERVER['DOCUMENT_ROOT'] . '/includes/article-footer.php'); ?>
-        </div>
-    </article>
-                            
-                            <article class="related-card">
+                                <span class="category-tag">Data Analytics</span>                            <article class="related-card">
                                 <h3><a href="/blog/articles/web-scraping-compliance-uk-guide.php">Web Scraping Compliance in the UK: Legal Framework and Best Practices</a></h3>
                                 <p>Navigate the complex legal landscape of web scraping in the UK with our comprehensive compliance guide.</p>
-                                <span class="category-tag">Web Scraping</span>
-                            <?php include($_SERVER['DOCUMENT_ROOT'] . '/includes/author-bio.php'); ?>
-
-        <?php include($_SERVER['DOCUMENT_ROOT'] . '/includes/article-footer.php'); ?>
-        </div>
-    </article>
-                            
-                            <article class="related-card">
+                                <span class="category-tag">Web Scraping</span>                            <article class="related-card">
                                 <h3><a href="/blog/articles/javascript-heavy-sites-scraping.php">Advanced Techniques for Scraping JavaScript-Heavy Websites</a></h3>
                                 <p>Master the technical challenges of extracting data from modern, dynamic websites using proven methodologies.</p>
-                                <span class="category-tag">Web Scraping</span>
-                            <?php include($_SERVER['DOCUMENT_ROOT'] . '/includes/author-bio.php'); ?>
-
-        <?php include($_SERVER['DOCUMENT_ROOT'] . '/includes/article-footer.php'); ?>
-        </div>
-    </article>
-                        </div>
+                                <span class="category-tag">Web Scraping</span>                        </div>
                     </section>
 
                     <!-- CTA Section -->
diff --git a/blog/articles/data-quality-validation-pipelines.php b/blog/articles/data-quality-validation-pipelines.php
index 9bcfd5c..3076174 100644
--- a/blog/articles/data-quality-validation-pipelines.php
+++ b/blog/articles/data-quality-validation-pipelines.php
@@ -371,31 +371,13 @@ $read_time = 9;
                         <article class="related-card">
                             <span class="category">Technology</span>
                             <h4><a href="data-automation-strategies-uk-businesses.php">Data Automation Strategies for UK Businesses</a></h4>
-                            <span class="read-time">9 min read</span>
-                        <?php include($_SERVER['DOCUMENT_ROOT'] . '/includes/author-bio.php'); ?>
-
-        <?php include($_SERVER['DOCUMENT_ROOT'] . '/includes/article-footer.php'); ?>
-        </div>
-    </article>
-                        <article class="related-card">
+                            <span class="read-time">9 min read</span>                        <article class="related-card">
                             <span class="category">Business Intelligence</span>
                             <h4><a href="competitive-intelligence-roi-metrics.php">Measuring ROI from Competitive Intelligence Programmes</a></h4>
-                            <span class="read-time">8 min read</span>
-                        <?php include($_SERVER['DOCUMENT_ROOT'] . '/includes/author-bio.php'); ?>
-
-        <?php include($_SERVER['DOCUMENT_ROOT'] . '/includes/article-footer.php'); ?>
-        </div>
-    </article>
-                        <article class="related-card">
+                            <span class="read-time">8 min read</span>                        <article class="related-card">
                             <span class="category">Compliance</span>
                             <h4><a href="web-scraping-compliance-uk-guide.php">Complete Guide to Web Scraping Compliance in the UK</a></h4>
-                            <span class="read-time">12 min read</span>
-                        <?php include($_SERVER['DOCUMENT_ROOT'] . '/includes/author-bio.php'); ?>
-
-        <?php include($_SERVER['DOCUMENT_ROOT'] . '/includes/article-footer.php'); ?>
-        </div>
-    </article>
-                    </div>
+                            <span class="read-time">12 min read</span>                    </div>
                 </aside>
             </div>
         <?php include($_SERVER['DOCUMENT_ROOT'] . '/includes/author-bio.php'); ?>
diff --git a/blog/articles/financial-services-data-transformation.php b/blog/articles/financial-services-data-transformation.php
index 28be4c0..698d38e 100644
--- a/blog/articles/financial-services-data-transformation.php
+++ b/blog/articles/financial-services-data-transformation.php
@@ -352,31 +352,13 @@ $read_time = 7;
                         <article class="related-card">
                             <span class="category">Data Analytics</span>
                             <h4><a href="data-quality-validation-pipelines.php">Building Robust Data Quality Validation Pipelines</a></h4>
-                            <span class="read-time">9 min read</span>
-                        <?php include($_SERVER['DOCUMENT_ROOT'] . '/includes/author-bio.php'); ?>
-
-        <?php include($_SERVER['DOCUMENT_ROOT'] . '/includes/article-footer.php'); ?>
-        </div>
-    </article>
-                        <article class="related-card">
+                            <span class="read-time">9 min read</span>                        <article class="related-card">
                             <span class="category">Business Intelligence</span>
                             <h4><a href="competitive-intelligence-roi-metrics.php">Measuring ROI from Competitive Intelligence Programmes</a></h4>
-                            <span class="read-time">8 min read</span>
-                        <?php include($_SERVER['DOCUMENT_ROOT'] . '/includes/author-bio.php'); ?>
-
-        <?php include($_SERVER['DOCUMENT_ROOT'] . '/includes/article-footer.php'); ?>
-        </div>
-    </article>
-                        <article class="related-card">
+                            <span class="read-time">8 min read</span>                        <article class="related-card">
                             <span class="category">Technology</span>
                             <h4><a href="data-automation-strategies-uk-businesses.php">Data Automation Strategies for UK Businesses</a></h4>
-                            <span class="read-time">9 min read</span>
-                        <?php include($_SERVER['DOCUMENT_ROOT'] . '/includes/author-bio.php'); ?>
-
-        <?php include($_SERVER['DOCUMENT_ROOT'] . '/includes/article-footer.php'); ?>
-        </div>
-    </article>
-                    </div>
+                            <span class="read-time">9 min read</span>                    </div>
                 </aside>
             </div>
         <?php include($_SERVER['DOCUMENT_ROOT'] . '/includes/author-bio.php'); ?>
diff --git a/blog/articles/gdpr-data-minimisation-practices.php b/blog/articles/gdpr-data-minimisation-practices.php
index 1c05092..3ea2670 100644
--- a/blog/articles/gdpr-data-minimisation-practices.php
+++ b/blog/articles/gdpr-data-minimisation-practices.php
@@ -383,31 +383,13 @@ END;
                         <article class="related-card">
                             <span class="category">Compliance</span>
                             <h4><a href="web-scraping-compliance-uk-guide.php">Complete Guide to Web Scraping Compliance in the UK</a></h4>
-                            <span class="read-time">12 min read</span>
-                        <?php include($_SERVER['DOCUMENT_ROOT'] . '/includes/author-bio.php'); ?>
-
-        <?php include($_SERVER['DOCUMENT_ROOT'] . '/includes/article-footer.php'); ?>
-        </div>
-    </article>
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-        </div>
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+                            <span class="read-time">9 min read</span>                        <article class="related-card">
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-                        <?php include($_SERVER['DOCUMENT_ROOT'] . '/includes/author-bio.php'); ?>
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-        <?php include($_SERVER['DOCUMENT_ROOT'] . '/includes/article-footer.php'); ?>
-        </div>
-    </article>
-                    </div>
+                            <span class="read-time">9 min read</span>                    </div>
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         <?php include($_SERVER['DOCUMENT_ROOT'] . '/includes/author-bio.php'); ?>
diff --git a/blog/articles/handling-captchas-scraping.php b/blog/articles/handling-captchas-scraping.php
index ab7b96f..4d6cd66 100644
--- a/blog/articles/handling-captchas-scraping.php
+++ b/blog/articles/handling-captchas-scraping.php
@@ -602,31 +602,13 @@ def scrape_with_captcha_logging(url):
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-                        <?php include($_SERVER['DOCUMENT_ROOT'] . '/includes/author-bio.php'); ?>
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-        <?php include($_SERVER['DOCUMENT_ROOT'] . '/includes/article-footer.php'); ?>
-        </div>
-    </article>
-                        <article class="related-card">
+                            <span class="read-time">12 min read</span>                        <article class="related-card">
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-                            <span class="read-time">9 min read</span>
-                        <?php include($_SERVER['DOCUMENT_ROOT'] . '/includes/author-bio.php'); ?>
-
-        <?php include($_SERVER['DOCUMENT_ROOT'] . '/includes/article-footer.php'); ?>
-        </div>
-    </article>
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+                            <span class="read-time">9 min read</span>                        <article class="related-card">
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-                            <span class="read-time">12 min read</span>
-                        <?php include($_SERVER['DOCUMENT_ROOT'] . '/includes/author-bio.php'); ?>
-
-        <?php include($_SERVER['DOCUMENT_ROOT'] . '/includes/article-footer.php'); ?>
-        </div>
-    </article>
-                    </div>
+                            <span class="read-time">12 min read</span>                    </div>
                 </aside>
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         <?php include($_SERVER['DOCUMENT_ROOT'] . '/includes/author-bio.php'); ?>
diff --git a/blog/articles/javascript-heavy-sites-scraping.php b/blog/articles/javascript-heavy-sites-scraping.php
index 4b5619e..27bac9c 100644
--- a/blog/articles/javascript-heavy-sites-scraping.php
+++ b/blog/articles/javascript-heavy-sites-scraping.php
@@ -421,33 +421,13 @@ await page.goto(url);
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-                            <span class="read-time">12 min read</span>
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-        </div>
-    </article>
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+                            <span class="read-time">12 min read</span>                        <article class="related-card">
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-                        <?php include($_SERVER['DOCUMENT_ROOT'] . '/includes/author-bio.php'); ?>
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-        </div>
-    </article>
-                        
-                        <article class="related-card">
+                            <span class="read-time">12 min read</span>                        <article class="related-card">
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-                        <?php include($_SERVER['DOCUMENT_ROOT'] . '/includes/author-bio.php'); ?>
-
-        <?php include($_SERVER['DOCUMENT_ROOT'] . '/includes/article-footer.php'); ?>
-        </div>
-    </article>
-                    </div>
+                            <span class="read-time">Browse category</span>                    </div>
                 </section>
             </div>
         <?php include($_SERVER['DOCUMENT_ROOT'] . '/includes/author-bio.php'); ?>
diff --git a/blog/articles/predictive-analytics-customer-churn.php b/blog/articles/predictive-analytics-customer-churn.php
index 3e38621..04e3d02 100644
--- a/blog/articles/predictive-analytics-customer-churn.php
+++ b/blog/articles/predictive-analytics-customer-churn.php
@@ -1608,33 +1608,13 @@ $read_time = 14;
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-    </article>
-                        
-                        <article class="related-card">
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-                        <?php include($_SERVER['DOCUMENT_ROOT'] . '/includes/author-bio.php'); ?>
-
-        <?php include($_SERVER['DOCUMENT_ROOT'] . '/includes/article-footer.php'); ?>
-        </div>
-    </article>
-                        
-                        <article class="related-card">
+                            <span class="read-time">Browse category</span>                        <article class="related-card">
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-        <?php include($_SERVER['DOCUMENT_ROOT'] . '/includes/article-footer.php'); ?>
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-    </article>
-                    </div>
+                            <span class="read-time">Multiple studies</span>                    </div>
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         <?php include($_SERVER['DOCUMENT_ROOT'] . '/includes/author-bio.php'); ?>
diff --git a/blog/articles/python-scrapy-enterprise-guide.php b/blog/articles/python-scrapy-enterprise-guide.php
index 8c09094..713c7f0 100644
--- a/blog/articles/python-scrapy-enterprise-guide.php
+++ b/blog/articles/python-scrapy-enterprise-guide.php
@@ -773,31 +773,13 @@ spec:
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-        </div>
-    </article>
-                        <article class="related-card">
+                            <span class="read-time">6 min read</span>                        <article class="related-card">
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-                            <span class="read-time">11 min read</span>
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-        </div>
-    </article>
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+                            <span class="read-time">11 min read</span>                        <article class="related-card">
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-                            <span class="read-time">12 min read</span>
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-
-        <?php include($_SERVER['DOCUMENT_ROOT'] . '/includes/article-footer.php'); ?>
-        </div>
-    </article>
-                    </div>
+                            <span class="read-time">12 min read</span>                    </div>
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diff --git a/blog/articles/retail-price-monitoring-strategies.php b/blog/articles/retail-price-monitoring-strategies.php
index 9b3e9ba..498fffb 100644
--- a/blog/articles/retail-price-monitoring-strategies.php
+++ b/blog/articles/retail-price-monitoring-strategies.php
@@ -252,31 +252,13 @@ $read_time = 10;
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-                            <span class="read-time">8 min read</span>
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-        <?php include($_SERVER['DOCUMENT_ROOT'] . '/includes/article-footer.php'); ?>
-        </div>
-    </article>
-                        <article class="related-card">
+                            <span class="read-time">8 min read</span>                        <article class="related-card">
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-                            <span class="read-time">9 min read</span>
-                        <?php include($_SERVER['DOCUMENT_ROOT'] . '/includes/author-bio.php'); ?>
-
-        <?php include($_SERVER['DOCUMENT_ROOT'] . '/includes/article-footer.php'); ?>
-        </div>
-    </article>
-                        <article class="related-card">
+                            <span class="read-time">9 min read</span>                        <article class="related-card">
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-                            <span class="read-time">6 min read</span>
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-        </div>
-    </article>
-                    </div>
+                            <span class="read-time">6 min read</span>                    </div>
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diff --git a/blog/articles/selenium-vs-playwright-comparison.php b/blog/articles/selenium-vs-playwright-comparison.php
index 0f16f56..7425451 100644
--- a/blog/articles/selenium-vs-playwright-comparison.php
+++ b/blog/articles/selenium-vs-playwright-comparison.php
@@ -471,31 +471,13 @@ run_scraper()
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-                            <span class="read-time">12 min read</span>
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-
-        <?php include($_SERVER['DOCUMENT_ROOT'] . '/includes/article-footer.php'); ?>
-        </div>
-    </article>
-                        <article class="related-card">
+                            <span class="read-time">12 min read</span>                        <article class="related-card">
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-                            <span class="read-time">11 min read</span>
-                        <?php include($_SERVER['DOCUMENT_ROOT'] . '/includes/author-bio.php'); ?>
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-        <?php include($_SERVER['DOCUMENT_ROOT'] . '/includes/article-footer.php'); ?>
-        </div>
-    </article>
-                        <article class="related-card">
+                            <span class="read-time">11 min read</span>                        <article class="related-card">
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-                            <span class="read-time">6 min read</span>
-                        <?php include($_SERVER['DOCUMENT_ROOT'] . '/includes/author-bio.php'); ?>
-
-        <?php include($_SERVER['DOCUMENT_ROOT'] . '/includes/article-footer.php'); ?>
-        </div>
-    </article>
-                    </div>
+                            <span class="read-time">6 min read</span>                    </div>
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         <?php include($_SERVER['DOCUMENT_ROOT'] . '/includes/author-bio.php'); ?>
diff --git a/blog/articles/sql-analytics-advanced-techniques.php b/blog/articles/sql-analytics-advanced-techniques.php
index b760f96..ba823fc 100644
--- a/blog/articles/sql-analytics-advanced-techniques.php
+++ b/blog/articles/sql-analytics-advanced-techniques.php
@@ -1421,33 +1421,13 @@ ORDER BY predicted_clv DESC;</code></pre>
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-
-        <?php include($_SERVER['DOCUMENT_ROOT'] . '/includes/article-footer.php'); ?>
-        </div>
-    </article>
-                        
-                        <article class="related-card">
+                            <span class="read-time">12 min read</span>                        <article class="related-card">
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-                            <span class="read-time">Browse category</span>
-                        <?php include($_SERVER['DOCUMENT_ROOT'] . '/includes/author-bio.php'); ?>
-
-        <?php include($_SERVER['DOCUMENT_ROOT'] . '/includes/article-footer.php'); ?>
-        </div>
-    </article>
-                        
-                        <article class="related-card">
+                            <span class="read-time">Browse category</span>                        <article class="related-card">
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-                        <?php include($_SERVER['DOCUMENT_ROOT'] . '/includes/author-bio.php'); ?>
-
-        <?php include($_SERVER['DOCUMENT_ROOT'] . '/includes/article-footer.php'); ?>
-        </div>
-    </article>
-                    </div>
+                            <span class="read-time">Multiple studies</span>                    </div>
                 </section>
             </div>
         <?php include($_SERVER['DOCUMENT_ROOT'] . '/includes/author-bio.php'); ?>
diff --git a/blog/articles/uk-property-market-data-trends.php b/blog/articles/uk-property-market-data-trends.php
index e846414..55eeb09 100644
--- a/blog/articles/uk-property-market-data-trends.php
+++ b/blog/articles/uk-property-market-data-trends.php
@@ -355,31 +355,13 @@ $read_time = 8;
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-
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-        </div>
-    </article>
-                        <article class="related-card">
+                            <span class="read-time">10 min read</span>                        <article class="related-card">
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-                            <span class="read-time">8 min read</span>
-                        <?php include($_SERVER['DOCUMENT_ROOT'] . '/includes/author-bio.php'); ?>
-
-        <?php include($_SERVER['DOCUMENT_ROOT'] . '/includes/article-footer.php'); ?>
-        </div>
-    </article>
-                        <article class="related-card">
+                            <span class="read-time">8 min read</span>                        <article class="related-card">
                             <span class="category">Case Studies</span>
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-                        <?php include($_SERVER['DOCUMENT_ROOT'] . '/includes/author-bio.php'); ?>
-
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-    </article>
-                    </div>
+                            <span class="read-time">7 min read</span>                    </div>
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diff --git a/blog/articles/web-scraping-compliance-uk-guide.php b/blog/articles/web-scraping-compliance-uk-guide.php
index 8ed062f..f0e0aa3 100644
--- a/blog/articles/web-scraping-compliance-uk-guide.php
+++ b/blog/articles/web-scraping-compliance-uk-guide.php
@@ -480,39 +480,19 @@ $read_time = 12;
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                                 <span class="read-time">6 min read</span>
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-        </div>
-    </article>
-                        
-                        <article class="article-card">
+                            </div>                        <article class="article-card">
                             <h3><a href="handling-captchas-scraping">How to Handle CAPTCHAs in Web Scraping: 7 Methods That Work</a></h3>
                             <p>Learn 7 proven methods to handle reCAPTCHA, hCaptcha and Turnstile ethically while web scraping.</p>
                             <div class="article-footer">
                                 <span class="read-time">8 min read</span>
                                 <a href="handling-captchas-scraping" class="read-more">Read →</a>
-                            </div>
-                        <?php include($_SERVER['DOCUMENT_ROOT'] . '/includes/author-bio.php'); ?>
-
-        <?php include($_SERVER['DOCUMENT_ROOT'] . '/includes/article-footer.php'); ?>
-        </div>
-    </article>
-                        
-                        <article class="article-card">
+                            </div>                        <article class="article-card">
                             <h3><a href="data-protection-impact-assessments">DPIA Guide: Data Protection Impact Assessments for the UK</a></h3>
                             <p>Step-by-step guide to conducting DPIAs for your data processing activities, with free template.</p>
                             <div class="article-footer">
                                 <span class="read-time">10 min read</span>
                                 <a href="data-protection-impact-assessments" class="read-more">Read →</a>
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-                        <?php include($_SERVER['DOCUMENT_ROOT'] . '/includes/author-bio.php'); ?>
-
-        <?php include($_SERVER['DOCUMENT_ROOT'] . '/includes/article-footer.php'); ?>
-        </div>
-    </article>
-                    </div>
+                            </div>                    </div>
                     
                     <div class="category-links">
                         <a href="../categories/compliance.php" class="btn btn-secondary">More Legal & Compliance Articles</a>
diff --git a/blog/articles/web-scraping-rate-limiting.php b/blog/articles/web-scraping-rate-limiting.php
index b6e05eb..8274c43 100644
--- a/blog/articles/web-scraping-rate-limiting.php
+++ b/blog/articles/web-scraping-rate-limiting.php
@@ -760,31 +760,13 @@ monitor.print_report()
                         <article class="related-card">
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-                        <?php include($_SERVER['DOCUMENT_ROOT'] . '/includes/author-bio.php'); ?>
-
-        <?php include($_SERVER['DOCUMENT_ROOT'] . '/includes/article-footer.php'); ?>
-        </div>
-    </article>
-                        <article class="related-card">
+                            <span class="read-time">8 min read</span>                        <article class="related-card">
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-                            <span class="read-time">12 min read</span>
-                        <?php include($_SERVER['DOCUMENT_ROOT'] . '/includes/author-bio.php'); ?>
-
-        <?php include($_SERVER['DOCUMENT_ROOT'] . '/includes/article-footer.php'); ?>
-        </div>
-    </article>
-                        <article class="related-card">
+                            <span class="read-time">12 min read</span>                        <article class="related-card">
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-                            <span class="read-time">12 min read</span>
-                        <?php include($_SERVER['DOCUMENT_ROOT'] . '/includes/author-bio.php'); ?>
-
-        <?php include($_SERVER['DOCUMENT_ROOT'] . '/includes/article-footer.php'); ?>
-        </div>
-    </article>
-                    </div>
+                            <span class="read-time">12 min read</span>                    </div>
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         <?php include($_SERVER['DOCUMENT_ROOT'] . '/includes/author-bio.php'); ?>
diff --git a/includes/author-bio.php b/includes/author-bio.php
index 67227d7..1caf5e9 100644
--- a/includes/author-bio.php
+++ b/includes/author-bio.php
@@ -148,110 +148,3 @@ $author_info = isset($authors[$author_name]) ? $authors[$author_name] : $authors
     </div>
 </div>
 
-<style>
-.author-bio {
-    display: flex;
-    gap: 20px;
-    padding: 24px;
-    background: linear-gradient(135deg, #f8f9fa 0%, #e9ecef 100%);
-    border-radius: 12px;
-    margin: 40px 0;
-    border-left: 4px solid #179e83;
-}
-
-.author-avatar img {
-    width: 80px;
-    height: 80px;
-    border-radius: 50%;
-    object-fit: cover;
-    border: 3px solid #179e83;
-}
-
-.author-info {
-    flex: 1;
-}
-
-.author-header {
-    font-size: 0.85rem;
-    text-transform: uppercase;
-    letter-spacing: 0.5px;
-    color: #144784;
-    margin: 0 0 8px 0;
-    font-weight: 600;
-}
-
-.author-name {
-    font-size: 1.25rem;
-    font-weight: 700;
-    color: #1a1a1a;
-    margin: 0 0 4px 0;
-}
-
-.author-role {
-    font-size: 0.95rem;
-    color: #666;
-    margin: 0 0 12px 0;
-    font-weight: 500;
-}
-
-.author-description {
-    font-size: 0.95rem;
-    color: #444;
-    line-height: 1.6;
-    margin: 0 0 16px 0;
-}
-
-.author-expertise {
-    display: flex;
-    flex-wrap: wrap;
-    gap: 8px;
-    align-items: center;
-    margin-bottom: 12px;
-}
-
-.expertise-label {
-    font-size: 0.85rem;
-    font-weight: 600;
-    color: #555;
-}
-
-.expertise-tag {
-    font-size: 0.8rem;
-    padding: 4px 10px;
-    background: #fff;
-    border: 1px solid #ddd;
-    border-radius: 16px;
-    color: #555;
-}
-
-.author-social .linkedin-link {
-    display: inline-flex;
-    align-items: center;
-    gap: 6px;
-    color: #0077b5;
-    text-decoration: none;
-    font-size: 0.9rem;
-    font-weight: 500;
-    transition: color 0.2s;
-}
-
-.author-social .linkedin-link:hover {
-    color: #005885;
-    text-decoration: underline;
-}
-
-@media (max-width: 600px) {
-    .author-bio {
-        flex-direction: column;
-        text-align: center;
-    }
-
-    .author-avatar {
-        margin: 0 auto;
-    }
-
-    .author-expertise {
-        justify-content: center;
-    }
-}
-</style>