4 Commits

Author SHA1 Message Date
135e774f71 feat: Replace AI compound name detection with rule-based approach
Eliminates one Anthropic API call entirely by using pattern matching:

- Add 120+ known single-company names (Ernst & Young, M&S, law firms, etc.)
- Detect "/" separator as clear indicator of multiple companies
- Use company suffixes (Ltd, PLC) to identify when "&" means two companies
- Conservative approach: don't split ambiguous cases

Added 40 unit tests for compound name detection covering:
- Known single companies with & and "and"
- Slash-separated company names
- Ambiguous cases
- Edge cases (empty, null, short names)

Estimated savings: ~$0.01 per CV check, 100% elimination of this API call

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
2026-01-22 20:08:28 +00:00
3d666d5f9c feat: Reduce false positives in company verification
Major improvements to company name matching accuracy:

- Add well-known brands dictionary with correct Companies House numbers
  for fast-track verification (Boots, Legal & General, EY, etc.)
- Add safe expansion words (UK, LIMITED, GROUP, PLC) that don't change
  company identity
- Fix core word validation to require original company's core words
- Remove overly aggressive skip words that removed meaningful identifiers
  (industries, technology, consulting, services, etc.)
- Add industry context hints for AI matching
- Fix CVBatchTester JSON deserialization for test files

Before: 98% verified but with false positives like:
- Boots → BOOTS AND BEARDS (wrong)
- Legal & General → LEGAL LIMITED (wrong)

After: 97% verified with correct matches:
- Boots → BOOTS UK LIMITED (correct)
- Legal & General → fast-tracked to correct company

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
2026-01-22 19:07:17 +00:00
94ca6e1b9a feat: Add AI-powered compound company name splitting
Uses Claude Haiku to intelligently detect when a company name contains
multiple companies (e.g., "ASDA/WALMART", "Corus & Laura Ashley Hotels")
vs single companies with similar patterns (e.g., "Ernst & Young").

- Adds ExtractCompanyNamesAsync to ICompanyNameMatcherService
- Only triggers for names with potential separators (/, &, "and")
- Verifies each extracted part individually, returns first match
- Uses fast Haiku model to minimize cost

Results:
- ASDA/WALMART → verified via 'ASDA' → ASDA GROUP LIMITED
- Corus & Laura Ashley Hotels → verified via 'Corus' → Tata Steel UK
- Employers: 104/120 verified (86%)

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
2026-01-22 11:04:30 +00:00
998e9a8ab8 Rename project to RealCV with new logo and font updates
- Rename all TrueCV references to RealCV across the codebase
- Add new transparent RealCV logo
- Switch from JetBrains Mono to Inter font for better number clarity
- Update solution, project files, and namespaces

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
2026-01-21 15:07:20 +00:00