Education · Caribbean
Official reporting for schools
A grade management platform for Caribbean schools: teacher gradebooks, administrator analytics, and term-anchored official report cards. Shipped to production and in live use by working schools.
In production today
Healthcare · Fortune 500
Document intelligence at payer scale
Production retrieval system over more than 500,000 documents using vector search and LLM pipelines, giving analysts grounded answers instead of keyword guesses.
92% retrieval accuracy
Sales operations · National brand
Autonomous lead qualification
Multi-step reasoning agents that took over the manual qualification workflow for a national home-services brand, with monitoring for cost, latency, and hallucination built in from day one.
60% of workflow automated · conversion up 23%
Automotive services · Enterprise
Damage classification & cost prediction
An NLP model that maps free-text damage descriptions to structured categories, plus a microservices architecture to serve cost prediction models reliably at scale.
Deployed on Kubernetes
Capital markets · Research
Reproducible strategy research
A backtesting engine and equity scanner with documented, data-honest verdicts. The strategy that worked was validated with a 2.16 profit factor. The ones that failed were killed in writing.
Every verdict documented
Operations · Health & nonprofit
Lean tools for lean teams
Offline-capable supply tracking for a hospital ward, financial management for an arts nonprofit, and pipeline dashboards for small operations. Enterprise discipline at community scale.
Weeks to deliver, not quarters