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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
const lohith = {
  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

LangChain FAISS

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

React Socket.IO Docker Node.js MongoDB


🧠 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

Python FastAPI LangChain FAISS


🖼️ 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

React Express MongoDB Cloudinary


🌊 Apache Airflow

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

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

Python Airflow

View merged PRs →


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