Real projects, real metrics, real impact
Problem: Manual inspection of street-level imagery for infrastructure assets at city scale
Result: City-scale detection of 180+ asset types with 95%+ accuracy
Problem: Fragmented data across 11 sources, manual reporting, no unified view
Result: Medallion architecture processing 380M+ records with 99.4% financial accuracy
Problem: Clinicians spending excessive time on documentation
Result: 40%+ reduction in documentation time with AI-driven medical scribe
Problem: No systematic way to monitor and analyze app store reviews at scale
Result: NLP-powered review analysis with predictive analytics across 10 languages
Problem: Manual, subjective technical hiring without bias detection
Result: End-to-end recruiting platform with live coding, video screening, and AI bias detection
Problem: Existing verification services too slow and inaccurate for high-volume use
Result: Custom Rust SMTP engine with sub-second verification processing millions of emails
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