Case Studies
Real engagements. Measured outcomes.
Construction / Automation
Lead intelligence system that replaced 90 minutes of manual research
Built an automated pipeline that scrapes construction news, runs AI analysis on every article, tags priorities, and delivers everything to a newspaper-styled dashboard before the team gets to the office.
Fintech / RAG Pipeline
Compliance document search for a Series B fintech
Replaced a keyword search system with a RAG pipeline that retrieves regulatory documents with 94% precision. Reduced compliance review time from hours to minutes.
E-commerce / Agent Framework
AI support agent handling 80% of tier-1 tickets
Built an agent framework that resolves customer support tickets autonomously — order tracking, returns, FAQ — with human escalation for edge cases. Deployed in 10 weeks.
Healthcare / Model Evaluation
Evaluation framework for clinical note summarization
Designed a multi-dimensional eval suite measuring factual accuracy, completeness, and clinical relevance. Caught a 15% hallucination rate in the existing system before production launch.