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sid0229/README.md


About

I'm a dual-degree engineer (AI/ML at GGSIPU + Data Science at IIT Madras) who works across four areas depending on the problem: applied AI/ML, software engineering, data science, and front-end-heavy product builds. I'd rather ship a working system than stay in one lane — my projects below are tagged by what they actually demonstrate.

Currently exploring SDE, AI/ML, Data Science, and Frontend/UI-focused roles.

Track What I bring
AI / ML RAG pipelines, prompt engineering, OpenAI APIs, imbalanced classification, LightGBM/XGBoost
SWE / SDE Full-stack apps (React + Node/Python), REST APIs, Docker, CI/CD fundamentals, Git
Data Science Feature engineering, statistical modeling, Pandas/NumPy, business analytics, dashboarding
Frontend / UI React/Next.js, responsive & mobile-first builds, component-driven UI, role-based dashboards

What I'm working on

  • Comment Category Prediction — Multiclass ML competition, ranked 388/2,744 (Top 15%), Macro F1 of 0.8627, on extreme class-imbalanced text data
  • Finsights — Full-stack personal finance tracker with LLM-powered natural language queries over spending data
  • DeVahan — Web3 vehicle ownership platform with role-based dashboards, smart contracts, and IPFS-backed metadata storage
  • PramaanNFT — Smart contract-backed property validation system with NFT minting and PIN-based auth

Tech Stack

AI / ML

Frontend

Backend / Data

Cloud / Web3


Selected Projects

Project What it does Tracks Stack
Comment Category Prediction Imbalanced multiclass text classifier, Top 15% / 2,744 teams, Macro F1 0.8627 Data Science · AI/ML LightGBM, XGBoost, TF-IDF
Finsights LLM-powered finance tracker with NL query over spending data AI/ML · SWE · Frontend React, Node.js, Python, MongoDB
DeVahan Web3 vehicle ownership with multilingual, role-based dashboards SWE · Frontend React, Solidity, IPFS, MetaMask
PramaanNFT Property validation via NFT minting and smart contracts SWE · AI/ML React, Python, Solidity
Citizen Care Pharmacy End-to-end business analytics on pharmacy sales data Data Science Python, Excel

GitHub Stats


Beyond code

Hackathon winner (Zenith 4.0), badminton and cricket, and occasional video production. Open to SDE, AI/ML, Data Science, and Frontend roles — feel free to reach out.

Open to opportunities · reach out via email or LinkedIn above

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    Business Data Management Capstone Project under IITM BS Degree

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