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Lohith625/README.md
Lohith M

CSE Student · Systems · Real-time · AI tooling

Hassan, Karnataka · he/him · Open-source contributor (Apache Airflow)

Rotating focus areas



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What I build

I build low-latency, production-minded systems — real-time collaboration, Docker-sandboxed code execution, and RAG pipelines that stay predictable when data grows.

Highlights

  • Apache Airflow — merged PRs into widely used production OSS
  • DevCollab — multi-user coding with ~1–5ms sync and sandboxed runs
  • Codebase RAG4,300+ chunks indexed, ~11ms retrieval via FAISS
  • Ask me about WebSockets · Docker · RAG · Airflow
coding gif
constlohith={location : "Hassan, Karnataka 🇮🇳",focus : ["real-time systems","OSS","RAG"],mantra : "Ship, measure, harden, repeat.",};

Mental model

flowchart LR
subgraph RT["Real-time"]
A[WebSockets]
B[Sandboxed runtimes]
end
subgraph AI["Data & AI"]
C[RAG]
D[Vector search]
end
subgraph Ops["Ship"]
E[Docker]
F[CI / Git]
end
RT --> Ops
AI --> Ops
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Tech stack

Languages

Languages

Frontend

Frontend

Backend & real-time

Backend

Socket.io

Data, AI & search

Data

LangChainFAISS

DevOps

DevOps

GitHub Actions


Signature work

⚡ DevCollab

Real-time collaborative coding — Docker-sandboxed, built for speed.

Multi-user sync with sandboxed execution so nobody nukes the host.

10+ concurrent users · 1–5ms sync latency · ~1.3s sandbox execution

ReactSocket.IODockerNode.jsMongoDB


🧠 Codebase RAG

Ask your codebase anything — answers in milliseconds.

Chunk, embed, retrieve with FAISS + LangChain. Works at real scale.

4,300+ code chunks indexed · ~11ms query latency (FAISS) · 100% test pass rate

PythonFastAPILangChainFAISS


🖼️ Pixora

Images with auth and CDN delivery that holds up.

Google OAuth, JWT, Cloudinary — wired properly end-to-end.

Google OAuth + JWT auth · Cloudinary CDN delivery · Tailwind responsive UI

ReactExpressMongoDBCloudinary


🌊 Apache Airflow

OSS used at serious scale — real reviews, real merges.

50,000+ GitHub stars · Multiple merged PRs · UI · Docs · Import fixes

PythonAirflow

View merged PRs →


GitHub activity

GitHub trophies



GitHub statsTop languages



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