MRINMAYEE Joshi

I build AI systems that turn messy, unstructured data into structured, decision-ready intelligence. At Gekko (Applied Drilling Intelligence), I design LLM-powered extraction pipelines that convert daily drilling reports into analytics-ready datasets - with schema validation, unit normalization, caching, and cost-aware inference built for production reliability. Things I've shipped: LLM-based structured parameter extraction systems Automated KPI reporting platforms across wells and rigs End-of-well analytics report generators (multi-section PDF systems) RAG-based knowledge assistants Analytics dashboards that eliminate manual reporting I care about systems that actually work - not just notebooks that impress in demos. Currently pursuing BS in Data Science at IIT Madras, while building real production AI in the real world. If you're working on AI tools that need to go beyond the demo stage - let's talk.