
We help teams ship reliable AI agents | ex-Qdrant, Samsung Research · Founder at Scaled Focus · Bengaluru, Karnataka, India
Your AI agent works in demos. Then users complain about responses you never saw coming. I help AI teams ship agents that stay reliable in production — build, monitor, and eval About me: Wrote a Python in NLP book with 5K+ copies sold Built FastEmbed (1M+ installs, used by NVIDIA NeMo Guardrails). Awesome NLP maintainer for 4 years, recommended by Andrew Ng to Stanford CS230 DM me "AGENT" if you're shipping AI and want fewer production surprises.