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lonexreb/README.md

Tripathy — Think · Build · Elevate

Shubhankar Tripathy

Engineer and founder. Palo Alto.

Building Paloa Labs — computer-vision infrastructure for AI-native film analytics, sports first. Also building Zigsaw, a multi-LLM workflow platform.

tripathy.ai · LinkedIn · Email


Currently

  • Paloa Labs — CV pipeline for film analytics. Sports first, then anything that moves on a field.
  • Zigsaw — Chat or drag-and-drop to ship multi-LLM workflows as APIs. 100+ integrations.
  • A run of upstream patches across the open infrastructure I build on — NVIDIA's AV / training stack, Warp, OpenClaw.

Selected work

  • site2cli — Any website turned into a CLI / API for agents. MCP-native, on PyPI.
  • tentalis — Meta-RL where agents learn from manager feedback. GRPO / CISPO / DAPO.
  • kalam — Terminal agent for science, chip design, hardware, and security work. Named for Dr. A.P.J. Abdul Kalam.
  • morningstar — Notion PRDs in, working code with tests out.
  • mobius — Autonomous ML experimentation framework. Rust + Go + Python.
  • MCPstudio — The Postman for MCP servers.

Full archive →

Upstream

Contributing back to the infrastructure I rely on. A representative cut:

  • NVIDIAMegatron-Bridge: MoE / MTP metrics, FLOPs / MFU coverage, TensorBoard memory aggregation across PP. Alpamayo: input-validation hardening for the open foundational driving model.
  • Warp — terminal rendering correctness, permission-flow cleanup, input-bar UX, CLI-agent routing.
  • OpenClawdocker compose config hardening, schema fixes, agent bootstrap.

चरैवेति · charaiveti · keep walking

Pinned Loading

  1. site2cli site2cli Public

    Turn any website into a CLI/API for AI agents

    Python 48 6

  2. tentalis tentalis Public

    Managers managing AI agents with appraisal-style feedback loops using RLHF/GRPO

    Python 2

  3. flwr-frl-kit flwr-frl-kit Public

    Developing the RL KIT for flower.ai

    Python 1

  4. university-sim university-sim Public

    Multi-agent university simulation benchmark: Concordia GM + OpenClaw coordination + Moltbook emergence metrics. Compare LLM providers on agent coordination.

    Python 1

  5. AgentKit-Health AgentKit-Health Public

    Marketplace of pre-built AI agent templates for health workflows. Deploy Sleep Coach, Burnout Detector, Recovery Agent & more in minutes.

    TypeScript

  6. HandyHommieAI HandyHommieAI Public

    AI-powered home appliance management platform — upload manuals, ask questions, track warranties, auto-call support

    Python