[ 'role' => 'Data Intelligence Experts', 'bio' => 'Our editorial team comprises data scientists, engineers, and industry analysts with over 50 combined years of experience in AI automation, data pipelines, and business intelligence across UK industries.', 'linkedin' => null, 'expertise' => ['AI Automation', 'Data Analytics', 'Business Intelligence', 'GDPR Compliance'], 'image' => '/assets/images/authors/team-avatar.svg' ], 'James Wilson' => [ 'role' => 'Senior Data Architect', 'bio' => 'James is a Senior Data Architect with 12+ years of experience in enterprise AI Automation and business intelligence. He holds a Master\'s degree in Computer Science from Imperial College London and is an AWS Solutions Architect Professional.', 'linkedin' => 'https://linkedin.com/company/ukaiautomation', 'expertise' => ['Enterprise Architecture', 'AI Automation', 'Cloud Solutions', 'Data Pipelines'], 'image' => '/assets/images/authors/james-wilson.svg' ], 'Dr. Rachel Singh' => [ 'role' => 'Lead Data Scientist', 'bio' => 'Dr. Rachel Singh leads our data science team with expertise in machine learning and AI-powered data extraction. She holds a PhD in Computer Science from University of Cambridge and has published research on NLP and intelligent document processing.', 'linkedin' => 'https://linkedin.com/company/ukaiautomation', 'expertise' => ['Machine Learning', 'NLP', 'AI', 'Computer Vision'], 'image' => '/assets/images/authors/rachel-singh.svg' ], 'Michael Thompson' => [ 'role' => 'Technical Lead - AI Automation', 'bio' => 'Michael specializes in large-scale AI Automation infrastructure and has designed data collection systems for FTSE 100 companies. He has 10+ years of experience in Python, Scrapy, and distributed systems.', 'linkedin' => 'https://linkedin.com/company/ukaiautomation', 'expertise' => ['Python', 'Scrapy', 'Distributed Systems', 'AI Automation'], 'image' => '/assets/images/authors/michael-thompson.svg' ], 'Sarah Chen' => [ 'role' => 'Compliance & Data Protection Officer', 'bio' => 'Sarah is a certified Data Protection Officer (GDPR-P) with extensive experience in UK and EU data regulations. She ensures all our data collection practices meet the highest compliance standards.', 'linkedin' => 'https://linkedin.com/company/ukaiautomation', 'expertise' => ['GDPR', 'Data Protection', 'Compliance', 'Privacy'], 'image' => '/assets/images/authors/sarah-chen.svg' ], 'David Martinez' => [ 'role' => 'Business Intelligence Consultant', 'bio' => 'David is a certified Tableau and Power BI consultant with 8+ years of experience helping UK businesses transform raw data into actionable insights. He specializes in dashboard design and data visualization.', 'linkedin' => 'https://linkedin.com/company/ukaiautomation', 'expertise' => ['Tableau', 'Power BI', 'Data Visualization', 'BI Strategy'], 'image' => '/assets/images/authors/david-martinez.svg' ], 'Alex Kumar' => [ 'role' => 'Senior Python Engineer', 'bio' => 'Alex is a Senior Python Engineer specialising in data pipeline architecture and workflow orchestration. He has 9 years of experience building production-grade pipelines with Airflow, Prefect and Dagster for UK data teams.', 'linkedin' => 'https://linkedin.com/company/ukaiautomation', 'expertise' => ['Python', 'Airflow', 'Prefect', 'Data Pipelines'], 'image' => '/assets/images/authors/team-avatar.svg' ], 'David Thompson' => [ 'role' => 'Data Protection & International Compliance Lead', 'bio' => 'David Thompson specialises in cross-border data transfer compliance, advising UK businesses on GDPR, UK GDPR, SCCs and adequacy decisions. He has over 10 years of experience in international data law.', 'linkedin' => 'https://linkedin.com/company/ukaiautomation', 'expertise' => ['GDPR', 'Data Transfers', 'SCCs', 'UK GDPR'], 'image' => '/assets/images/authors/team-avatar.svg' ], 'Emily Roberts' => [ 'role' => 'Data Subject Rights Specialist', 'bio' => 'Emily Roberts is a certified data protection practitioner with expertise in operationalising data subject rights under UK GDPR. She has helped over 40 UK organisations build compliant DSR workflows.', 'linkedin' => 'https://linkedin.com/company/ukaiautomation', 'expertise' => ['GDPR', 'Data Subject Rights', 'Privacy', 'Compliance'], 'image' => '/assets/images/authors/team-avatar.svg' ], 'Michael Chen' => [ 'role' => 'Data Engineer & Manufacturing Analytics Specialist', 'bio' => 'Michael Chen is a data engineer with deep expertise in manufacturing analytics and supply chain data transformation. He has designed data systems for UK manufacturers across automotive, FMCG and industrial sectors.', 'linkedin' => 'https://linkedin.com/company/ukaiautomation', 'expertise' => ['Data Engineering', 'Manufacturing Analytics', 'ETL', 'Supply Chain'], 'image' => '/assets/images/authors/team-avatar.svg' ], 'Sarah Mitchell' => [ 'role' => 'Fintech Data Analyst', 'bio' => 'Sarah Mitchell is a fintech data analyst with 7 years of experience in UK financial services market intelligence. She specialises in regulatory data analysis, open banking datasets and fintech competitive intelligence.', 'linkedin' => 'https://linkedin.com/company/ukaiautomation', 'expertise' => ['Fintech', 'Market Analysis', 'Open Banking', 'Financial Data'], 'image' => '/assets/images/authors/team-avatar.svg' ], 'Emma Richardson' => [ 'role' => 'Industry Analyst', 'bio' => 'Emma covers UK market trends and industry analysis with a focus on retail, property, and e-commerce sectors. She has over 6 years of experience in competitive intelligence and market research.', 'linkedin' => 'https://linkedin.com/company/ukaiautomation', 'expertise' => ['Market Research', 'Competitive Intelligence', 'E-commerce', 'Retail Analytics'], 'image' => '/assets/images/authors/emma-richardson.svg' ] ]; // Get author info $author_name = isset($article_author) ? $article_author : 'UK AI Automation Editorial Team'; $author_info = isset($authors[$author_name]) ? $authors[$author_name] : $authors['UK AI Automation Editorial Team']; ?>