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Achievement: Pair ExtraordinaireAchievement: YOLOAchievement: Pull Shark

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Rahul-Ganesan/README.md
Rahul Ganesan

Building production-grade LLM & data systems — agents, RAG, model serving, and evals

👋 About

  • 🤖 AI/ML engineer shipping end-to-end LLM and data systems — agentic pipelines, RAG, GPU model serving, and eval harnesses.
  • 🧪 Recent work: SENTINEL (agentic trust-&-safety triage with policy-RAG citations and a CI eval gate), a LIFT - GPU LLM serving stack with micro-batching, and a TypeScript GitHub App for async AI code reviews.
  • 🌱 Currently learning LLM eval harnesses & CI-gated agent testing.
  • 🔗 Portfolio & case studies → rahul-ganesan.github.io

🔓 Open Source Contributions

Merged PRs Open PRs

Project Pull Request Status
GitM-Labs/runtime planner: extend the hybrid graph to MiMo-V2.5 (#101) 🟣 Merged
proliferate-ai/proliferate chore(server): remove orphaned faux-workspace seed scripts and unused passlib dependency (#1141) 🟣 Merged
langchain-ai/openwiki fix: recognize positional mode after flags instead of treating it as the message (#279) 🟣 Merged
langchain-ai/openwiki fix: persist .last-update.json when a run fails after generating content (#277) 🟣 Merged
proliferate-ai/proliferate fix(specs): remove stray character breaking the contract.md H1 (#977) 🟣 Merged
EswarDivi/MongoStreamify Update Readme.md (#1) 🟣 Merged
GitM-Labs/runtime Traffic replay + playbook schema (#105) 🔵 In review

Weekends go to upstream contributions — building in other people's codebases keeps the review bar honest.

🛠️ Tech Stack

Languages

Python TypeScript JavaScript SQL

AI / ML

PyTorch Hugging Face LangChain LangGraph vLLM scikit-learn XGBoost LightGBM

LLM / Agents

Ollama Claude Gemini RAG MCP Ragas

Backend / Web

FastAPI Next.js Node.js React

Data / Cloud

AWS GCP Snowflake dbt Airflow Spark Docker Kubernetes Redis PostgreSQL Git

📊 GitHub Stats

stats most used languages
streak

🤝 Connect

Portfolio LinkedIn Email

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  1. SENTINEL-Trust-and-Safety-Agent-Triage SENTINEL-Trust-and-Safety-Agent-Triage Public

    SENTINEL : Trust and Safety Agent Triage — local, policy-grounded trust-and-safety triage agent (LangGraph + Ollama + Chroma RAG) with citation grounding, guardrails, HITL, and a CI regression gate.

    Python

  2. MOSAIC MOSAIC Public

    Agentic Knowledge Management Workflow with Notion, Docs and Internt

    Python

  3. LIFT-Inference-System LIFT-Inference-System Public

    Python

  4. BENCH-Agent-Benchmark BENCH-Agent-Benchmark Public

    Python

  5. DocChat DocChat Public

    Forked from Yash-Yashwant/DocChat

    Lost something in your notes? We'll dig through the chaos so you don't have to. (Currently going through a big transformation) release: Jan 28

    JavaScript

  6. Fullstack-REST-APP Fullstack-REST-APP Public

    TypeScript