site resume blog unplug nudge linkedin email
Every way an LLM breaks, and one SDK that stops it.
Prompt injection, jailbreaks, data leakage, hallucination. Drops into an app, an agent, or CI: the PR scanner reads your agent and MCP config files before they ship.
$ pip install unplug-aisdk mcp server pr scanner site
| OSS-Skills | A first open source contribution as 15 executable skills, from picking an issue to surviving review. Runs anywhere that reads AGENTS.md. repo mcp |
| domain-llm | GSoC '25 at Jenkins. Multi-agent diagnostics that read a failed build and say why it broke. repo 12 merged |
A fleet of headless coding agents from one seat. Isolated git worktrees, parallel runs, per-provider cost tracking, MCP and Skills as the interface. repo
Local-first agent OS. Persistent agents defined in YAML that collaborate, write code and use tools on their own. Multi-model routing. repo
Voice capture that gets out of the way. Talk, captured, delivered. site repo
82 pull requests merged into 21 repositories I do not own.
hflow 21 domain-llm 12 palinode 10 rago 8 keep 7 agno 3 moto 3 alltheplaces 2 cognee 2 jenkins.io 2 keras 2 agentic-security 1 deepeval 1 DeepTutor 1 jupyter-mcp 1 openai-agents 1 opensciencelabs 1 pandera 1 pylint 1 PyMISP 1 OWASP AI guide 1
$ cat about.txt
AI engineer at a US startup building a multi-agent ideation platform: group chat orchestration, containerized code execution, a skills system, model tiering.
Most of what I build is agent infrastructure that runs on your own machine. Unplug is the defense layer, Marshal drives fleets of coding agents, Hive is the runtime they live in. Open source by default.
GSoC '25 contributor and '26 mentor at Jenkins. Dual degree in Mathematics and Electronics from BITS Pilani.
Winner, Smart India Hackathon 2025. 4th place at ContextCon (YC Hackathon). Top 20, Meta Hacker Cup AI round.
$ cat stack.txt
languages python, c/c++, sql, typescript
ml/ai pytorch, hugging face, vllm, ray, mlflow, langchain
llm sec prompt injection, jailbreak eval, guardrails, red teaming
infra docker, fastapi, pydantic, mcp, grpc, github actions
patterns multi-agent orchestration, agent fleets, RAG, MCP servers, CLI tools
$ cat personal.txt
food certified enthusiast. i mean it. fr.
poetry i write poems
building love making things (breaking them is half the fun)