At Entropik Technologies, I lead backend development for Mira, a production AI Moderator launched on Product Hunt that runs adaptive, emotion-aware research interviews in real time across 100+ concurrent sessions and 31+ languages.
I've shipped a Model Context Protocol server with 17 tools for Decode research data, built synthetic-audience persona management for creative testing, and resolved production issues across ECS, Lambda, SQS, Docker, database migrations, and CI/CD pipelines. I also rolled out OpenTelemetry and self-hosted SigNoz across four environments, reducing incident debugging time by 40%.
Previously, I designed a multi-tenant RAG platform for Kool.ai, supporting semantic search across 10,000+ enterprise documents and 20+ isolated client workspaces. Using CRAG, HyDE query expansion, and short- and long-term memory, I improved retrieval relevance by 25% and conversational continuity by 30%.
I also build developer tools, including LogLens, an AI-powered log intelligence CLI published on PyPI that lets engineers query logs in plain English without vector databases or embeddings.
