About Me
I'm Sanket Matroja. I build AI-powered products that actually work in production. Not prototypes. Not demos. Shipped systems used by real users.
My work spans 14 projects using 31+ technologies — from AI-powered fraud detection engines (RiskPulse) to algorithmic recommendation systems with zero LLM cost (Coffee Sommelier), to NLP sentiment pipelines with 3-tier fallback chains (Mind Mirror), to GPT-4 signal intelligence platforms (SignalVault).
AI Philosophy
AI is a tool, not a feature
I don't add AI for the buzzword. Every model, every pipeline, every LLM call solves a specific user problem.
Deterministic when possible, intelligent when necessary
I built a recommendation engine with zero LLM cost using cosine similarity. I use GPT-4 when the problem demands it. I always know why.
Resilient AI pipelines
My systems don't break when the API goes down. 3-tier fallbacks, LRU caches, graceful degradation. Zero downtime for AI features.
Ship, then optimize
I get AI into production fast, measure what matters, and iterate. No research rabbit holes. No perfect-model paralysis.