Naman Gupta

I've built production LLM-powered conversational services in Python and FastAPI for Innovana Thinklabs' persona-driven chat app, serving 20,000+ users in Japan. I integrated Langfuse for prompt versioning and production observability.

I also developed backend infrastructure for a consumer VPN platform, covering server provisioning, session management, Cloudflare Email Routing, OAuth, and device-limit enforcement. For a content-filtering product, I curated a 60,000+ domain intelligence dataset for real-time ad and tracker blocking.

With AgentForge, I designed an autonomous multi-agent system coordinating eight specialized agents across the software development lifecycle. It uses execution-based validation to repair generated code from test output and reached a 60% task pass rate without manual intervention.

My projects span RAG systems, quantitative finance, and applied machine learning, including EduGenie's academic-PDF pipeline and VolFlux's volatility forecasting engine. I work across Python, FastAPI, LangChain, LangGraph, PostgreSQL, Docker, and cloud platforms to take systems from model integration through deployment and monitoring.