manas kirve

I've built production AI systems and AI-powered SaaS products from 0-to-1 as the founding AI Engineer at SearchForecast (Biomarks.ai). On a three-person team, I helped launch a health analytics platform that reached 600+ sign-ups in its first week.

I engineered computer vision models for facial and eye wellness analysis, plus multi-agent LLM orchestration using OpenAI and Anthropic/Claude to generate personalized health summaries at scale. I also built backend services with Python, FastAPI, PHP, MySQL, and Docker, including retry-with-backoff reliability improvements for Claude Vision integrations.

Beyond my core role, I've built Host-Better, DevDocs AI, Matchboard, and Reducarb—shipping RAG search, GitHub codebase intelligence, AI resume matching, payments, multi-tenant data layers, and deployment infrastructure.