Deep Santoshwar

I've shipped production LLM systems for clients across the UK, UAE, and India, including AIApply's Windows and macOS interview assistant serving 10,000 daily users. I built retrieval and tool-calling agents, led an OpenRouter migration, and improved live speech-to-text answer quality on Python, FastAPI, GCP, and PostgreSQL. At Bildory, I engineered a 12-agent CrewAI pipeline that turns a single prompt into a structured, editable deck for a Gamma-competing AI platform. I also built its Python, FastAPI, MongoDB, and AWS backing services while working directly with the founders. For Qualia, I delivered UltraChat, CallPulse, and a LiveKit/Pipecat voice agent for enterprise clients TCS and EuroSchool. My foundation spans backend, cloud, and data systems: I built an influencer platform for 10,000+ users, operated AWS applications at 98.8% uptime, and created CI/CD and observability improvements. I also contribute to open source, including a merged Django webhook SSRF security fix, and launched Airblander to prevent AI agents from using stale SDK documentation.