staff engineer · applied ai · bangalore · 10+ yrs

Ashish Jain

I build AI systems that survive production — real‑time vision at Hakimo.ai handling 2M+ security events a day across 5,000+ cameras and 150+ customers, LLM data pipelines, and agentic tooling.

— now

Staff Engineer at Hakimo.ai (AI security), targeting applied‑AI and forward‑deployed work. Recently: top‑10 finalist at the Gen AI Exchange Hackathon 2025, and advised LawMatrix through seed.

— selected work

  1. Hakimo operator platform

    WebSocket monitoring console for Hakimo.ai — an NVR‑style grid rendering hundreds of parallel camera streams at sub‑second latency.

    websockets video real-time

  2. Vision “Scan” pipeline

    Co‑architected the gateway + ingestion layer behind 2M+ events/day; edge inference on YOLOv11/RF‑DETR cut CPU ~60% — the in‑house path avoided ~$500K.

    vision edge-inference gateway

  3. unicorn-radar

    3,872 recently funded AI companies, LLM‑classified from six free data sources, with live hiring signals.

    llm data-pipeline scraping

  4. agent-experience

    A field guide for designing codebases that AI coding agents can actually work in.

    agents developer-experience

  5. ai-events-radar

    A field guide to Bengaluru’s AI & agent events scene.

    community bengaluru

— writing

— contact

email
github
github.com/Ashishjain608
linkedin
linkedin.com/in/ashishjain608