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ridds-io/README.md

heloo, i'm ridds 👾

AI/ML undergrad · builder · curious hooman

Pune, India — making things that (hopefully) work

LinkedIn Email

who am i?

2nd-year B.Tech AIML student at Symbiosis Institute of Technology, Pune. I like building things I would've used myself, tools I needed but couldn't find, and ideas that were too fun to leave alone.

what i've been building

project what it does stack
🗂️ WarrantyDeck warranty & receipt manager with OCR auto-extraction Next.js · PostgreSQL · OCR
🎮 FinQuest Duolingo-style RPG that teaches financial literacy to Indian college students, with a Socratic AI tutor Next.js · Supabase · Groq API
📈 Implied Volatility Predictor forecast crypto IV 10 seconds ahead from order book data — GoQuant take-home assignment Python · LightGBM · GARCH
📉 Telco Customer Churn Prediction end-to-end ML pipeline on Kaggle telecom churn dataset — top 20% finish (790/4142) Python · XGBoost · Scikit-learn · Pandas

course-work projects

project what it does stack
🔢 Unique Sudoku Generator generates sudoku puzzles guaranteed to have a unique solution Python
🎵 Audio Analysis System recognizes instruments in audio clips, identifies genre, and analyzes audio quality Python · Librosa
🔐 StegoLab benchmarking platform for steganographic algorithms across different carrier media Java

more projects coming soon...

learning & practice

repo what it is
☕ Java-Programs Java exercises and programs from coursework
🧩 Leetcode solutions to Leetcode problems
🧠 Practice-Problems coding practice problems focused on optimizing Time and Space Complexity

tutorial notebooks coming soon...

research

  • 📄 Person Re-ID — contributor to a WACV 2026 workshop paper submission on hybrid part-aware metric learning with multi-stripe pooling (SIT Pune)
  • 🔬 Bacteria Classification via Raman Spectroscopy — early-stage ML research as a DNA-free alternative to traditional identification methods (SIT Pune)

toolkit

languages   →  Python · R · SQL · Java · C/C++ · JavaScript
ml / ai     →  PyTorch · Scikit-learn · NLTK · Pandas · NumPy · RAG & Agentic AI 
web         →  Next.js · React · Node.js · PostgreSQL · Supabase
tools       →  Power BI · Figma · GitHub · Jupyter · VS Code

a few other things

  • 🏛️ Founded Plastic Free Society — a community NGO in Pune running door-to-door awareness & collection drives
  • 🎤 Speaker Hospitality Volunteer @ AIM Cypher 2025 (India's largest AI summit, 4,000+ attendees)
  • 🧪 Campus Partner for Perplexity at SIT Pune
  • 🏐 Inter-college volleyball player (and winner 🏆)
  • 🎬 Currently directing a short film on the side

"somewhere between a debugger and a sudoku"

Pinned Loading

  1. Telco-Customer-Churn-Prediction Telco-Customer-Churn-Prediction Public

    End-to-end Kaggle ML pipeline for telecom churn prediction: XGBoost, CatBoost, LightGBM, TabNet, GraphSAGE GNN, and a lot of things that didn't work. Top 20% finish (790/4142, peak 353/1200+).

    Jupyter Notebook

  2. FinQuest FinQuest Public

    🎮 AI-powered financial literacy game for Indian college students. RPG-style gameplay with personalized quests, Socratic AI tutoring, and real-world financial scenarios. Built with Next.js, Supabase…

    TypeScript 1

  3. Warranty-Deck-old-version Warranty-Deck-old-version Public

    An app that will let you store and keep track of all your warranty cards

    JavaScript

  4. Auto_Jobs_Applier_AIHawk Auto_Jobs_Applier_AIHawk Public

    Forked from feder-cr/invisible_dots

    Auto_Jobs_Applier_AIHawk is a tool that automates the jobs application process. Utilizing artificial intelligence, it enables users to apply for multiple job offers in an automated and personalized…

    Python

  5. Unique-Sudoku-Generator Unique-Sudoku-Generator Public

    A sudoku generator that generates a puzzle with exactly one solution based on the chosen difficulty level

    Python

  6. StegoLab StegoLab Public

    A Java-based platform where users can select a steganographic algorithm, choose a carrier medium, encode a secret message, decode it back, and receive a full benchmark report comparing accuracy, ti…

    Java