Project Ideas
by Aditya Pachpande

Open Collaborations

Looking for passionate individuals across all skill levels: engineers, researchers, designers, and builders.

AI / Machine Learning (7 projects)

FlowFusion — AI DJ

AI-powered automated song transition system using LLMs and State-Space Models (Mamba). Dual architecture comparing Transformers vs Mamba for tempo-aware music mixing on the MedleyDB dataset.

Python 3.10+PyTorchMambaTransformers

Skills involved: Python, Machine Learning, LLMs, State-Space Models

I want to work on this

Drone ML — RL Person Tracker

Drone ML project with person tracking, reinforcement learning, and YOLO object detection. Integrates gym-pybullet-drones for RL-based autonomous drone control and person following.

PythonPyBulletYOLORL

Skills involved: Python, Machine Learning, Computer Vision

I want to work on this

Smart Flashcard App

Web-based flashcard app with ML-powered spaced repetition using the SM-2 algorithm. Features adaptive scheduling, retention prediction, 5 study modes, analytics, and JSON/ASFC import-export.

PythonFlaskJavaScriptHTML/CSS

Skills involved: Python, Backend APIs, Machine Learning

I want to work on this

PoliStock AI Worker

AI worker service for the PoliStock platform with Docker hot reload development. Handles AI inference tasks for the PoliStock ecosystem.

PythonDocker

Skills involved: Python, Docker

I want to work on this

Reddit LLM Analysis

AI-powered Reddit analysis with multi-perspective chatbot (Gemini), F1 Commentator LLM, and Reddit LLM training. Provides supporting, factual, and opposing viewpoints.

PythonFlaskGemini AI

Skills involved: Python, Backend APIs, LLMs

I want to work on this

Music Analyser & Recommender

Music analysis and recommendation system with playlist download, YouTube tools, and OAuth integration. Multi-tool music analysis platform.

Python

Skills involved: Python, Machine Learning

I want to work on this

Custom ML Models from Scratch

Custom ML model creation from scratch including Word2Vec implementation. Building fundamental ML algorithms without high-level libraries.

Python

Skills involved: Python, Machine Learning

I want to work on this

Computer Vision (4 projects)

Local Spectator AI

Local multi-sport detection system with YOLO v11 models for chess, football, and tennis detection. Includes RAG-based news modeling and multiple sport-specific object detection models.

PythonYOLO v11

Skills involved: Python, Computer Vision

I want to work on this

GeoGuesser ML

Geoguessr-style game with object detection and map density analysis. Uses Python and OpenCV for location prediction based on visual cues.

PythonOpenCV

Skills involved: Python, Computer Vision, Game Dev

I want to work on this

Sudoku — CV Solver

Sudoku game with board generation, OpenCV digit detection, Pygame GUI, perspective transformation, and solving algorithms. Includes hints, undo/redo, timer, and scoring.

PythonPygameOpenCV

Skills involved: Python, Computer Vision, Game Dev

I want to work on this

Spectator AI — Training Models

YOLO v11 football player detection model training for the Spectator AI platform. Multiple dataset versions for improved sports object detection.

PythonYOLO v11

Skills involved: Python, Computer Vision

I want to work on this

Full-Stack & Web (8 projects)

SongConsole Queuer

Multi-user music quiz game with ML-powered categorization, fuzzy matching (85%+ accuracy), YouTube integration. Full-stack: Next.js 15 + FastAPI + PostgreSQL + Redis + Celery with LLM categorization via Gemini AI.

Next.js 15TypeScriptFastAPIPostgreSQLRedisCelery

Skills involved: TypeScript/React, Backend APIs, LLMs, Databases, Distributed Systems

I want to work on this

PoliStock Web App

Main web application for the PoliStock platform — an AI-powered stock monitoring platform for Natural Language Orders (NLOs), watchlist management, and real-time market data.

Next.jsReactTypeScript

Skills involved: TypeScript/React

I want to work on this

PoliAgent Backend

FastAPI-based backend service for PoliStock's API entrypoint with ngrok proxy. Core infrastructure for the PoliStock AI trading platform.

PythonFastAPIngrok

Skills involved: Python, Backend APIs

I want to work on this

Adi's Linux Terminal

Flask-based REST API backend for a custom Linux Terminal interface. Uses Gemini AI for command processing with Docker support and Railway deployment.

PythonFlaskDockerGemini API

Skills involved: Python, Backend APIs, Docker, LLMs

I want to work on this

Linux Terminal Frontend

Minimal terminal interface built with Next.js 15. Pure black background with thin blue accents, block cursor, command history, keyboard shortcuts, and quick command buttons. Deployed on Vercel.

Next.js 15React 19TypeScriptCSS

Skills involved: TypeScript/React

I want to work on this

Django App with Azure CI/CD

Django-based application with Docker, Azure CI/CD pipelines, database management, and modal code features. Full DevOps pipeline with Azure DevOps.

PythonDjangoDockerAzure DevOpsSQLite

Skills involved: Python, Backend APIs, Docker, Databases

I want to work on this

Custom Music Player

Browser-based custom music player that plays songs downloaded from YouTube. Uses TuneMyMusic for playlist export and supports customizable design.

HTMLCSSJavaScriptPython

Skills involved: Python

I want to work on this

Political Ideologies LLM

LLM-powered system for identifying political ideologies. Full-stack with Next.js backend and frontend for political ideology analysis.

Next.jsTypeScript

Skills involved: TypeScript/React

I want to work on this

Data Science (4 projects)

Daniels School DS Internship

6+ data science projects from a Daniels School of Business internship: survey clustering, competitive analysis agent, AI summary generation, lead conversion prediction, and Tableau dashboards.

PythonTableauSQLML

Skills involved: Python, Databases

I want to work on this

Boilerexams Application Challenge

Exploratory data analysis on satellite brightness data. Includes EDA, hypothesis testing, chunked data loading, and XGBoost ML models for the Boilerexams application challenge.

PythonJupyterSQLXGBoostPandas

Skills involved: Python, Machine Learning, Databases, Data Science

I want to work on this

FPL Analytics Dashboard

Fantasy Premier League analytics platform with EDA notebooks, FPL API integration, player/fixture analysis, personal account analysis, and xG reinvention for smarter transfer decisions.

PythonJupyterPandas

Skills involved: Python, Data Science

I want to work on this

Sentiment Analysis on Texts

Sentiment analysis platform: funniest texts detection, ideal personality analysis, positive/negative charting. Multi-type text sentiment analysis with visualization.

Python

Skills involved: Python, LLMs

I want to work on this

Finance & Trading (2 projects)

Polymarket Backtesting Strategies

BTC trading bot for Polymarket with ML predictions achieving 127% return and 3.15 Sharpe ratio. Features Kelly Criterion position sizing, walk-forward validation, live trading every 10 min, and a full web dashboard.

Pythonscikit-learnVectorBTBacktraderQuantStatsPlotly

Skills involved: Python, Docker, Machine Learning, Data Science, Quantitative Finance

I want to work on this

Stock Analysis Algorithm

Multi-factor stock analysis with dashboard, qualitative analysis, technical analysis, and final analysis pipeline.

Python

Skills involved: Python, Machine Learning, Quantitative Finance

I want to work on this

Sports Tech (2 projects)

SpectatorAI Backend API

FastAPI backend for Spectator AI sports platform — AI agents, analysis services, events database, and Docker deployment for real-time sports intelligence.

PythonFastAPIDockerAI Agents

Skills involved: Python, Backend APIs, Docker

I want to work on this

IPL Auction Telegram Bot

AI-powered Telegram bot for IPL-style cricket auctions with Gemini AI commentary, real-time bidding with timers, multi-tournament support, admin controls, and CSV/Excel/JSON/PDF export.

PythonFastAPITelegram APIGemini AIDockerSQLAlchemy

Skills involved: Python, Backend APIs, Docker, LLMs, Databases

I want to work on this

Security & OSINT (1 project)

OSINT Purdue Platform

Comprehensive OSINT platform with 30+ tools, AI orchestration via Gemini, unified SQLite database, Gradio web UI, and graph database with 110+ entity types. Covers username search, WHOIS, DNS, email harvesting, breach checking, and image OSINT.

PythonGemini AISQLiteGradio

Skills involved: Python, LLMs, Databases, Security/OSINT

I want to work on this

Research (2 projects)

Cryosphere Model Comparison Tool

NASA-supported Python tool for comparing ice sheet models against remote sensing observations. Covers mass change (IMBIE), satellite gravimetry, and surface elevation via altimetry on CryoCloud JupyterHub.

PythonJupyterFortranConda

Skills involved: Python, Data Science, Research

I want to work on this

MICCAI Medical Image Evaluation

Evaluation script for MICCAI medical image segmentation challenge. Compares segmentation algorithms against ground truth for medical image analysis.

Python

Skills involved: Python, Research

I want to work on this

Game Dev (3 projects)

D&D School Simulator

D&D-style school simulator game with AI agents, multiple game modes, web interface, story caching, and a save system. A complete multi-agent game system built with Python and Flask.

PythonFlaskHTML/CSS/JS

Skills involved: Python, Backend APIs, Game Dev

I want to work on this

Python Playing Cards Module

Comprehensive Python playing cards library with 40+ features and 6 complete card games: Blackjack, War, Go Fish, Crazy Eights, Solitaire, and Texas Hold'em. Includes PokerHandEvaluator and ASCII art.

Python

Skills involved: Python, Game Dev

I want to work on this

Everyone But One — Word Game

Multiplayer word game where everyone but one player knows the secret word. Built with Next.js and TypeScript with Docker support.

Next.jsTypeScriptDockerTailwind CSS

Skills involved: TypeScript/React, Docker, Game Dev

I want to work on this

Education & Tools (5 projects)

JEEnius AI

Agentic AI system for JEE exam preparation with benchmarking, indexing, and tagging pipelines. Multi-agent architecture for comprehensive JEE prep.

Python

Skills involved: Python

I want to work on this

MUNbot AI Assistant

Complete AI-powered MUN (Model United Nations) assistant with speech generation, research tools, and study guides. Powered by Gemini AI with a dark UI.

PythonGemini AI

Skills involved: Python, LLMs

I want to work on this

MUNvare Platform

Full MUN preparation suite with researcher, speech rating, backend API, and test cases. A comprehensive platform for Model United Nations preparation.

Python

Skills involved: Python

I want to work on this

JEE Physics Simulator

40+ comprehensive JEE Physics simulations using Pygame covering 11 major topics: Mechanics, Thermodynamics, Electrostatics, Current Electricity, Magnetism, EM Induction, Optics, Modern Physics, Waves, Fluid Mechanics, and Wave Optics.

PythonPygame

Skills involved: Python, Game Dev

I want to work on this

Py-PHY Physics Engine

2D physics engine with rendering, events, colors, and constants. Includes JEE Main analysis and multiple physics modules (BABEL, FABRIC, FALL, LANTERN).

PythonPygame

Skills involved: Python, Game Dev

I want to work on this

Hackathons (2 projects)

F1 Vision (Apple Vision Pro)

Immersive F1 VR experience for Apple Vision Pro from Boilermake XII Hackathon. Features interactive maps, real-time race data, AI commentary powered by Llama + Whisper-Speech, and a 3D Bahrain track simulation.

SwiftSwiftUIVisionOSPythonBlenderReality Kit SDK

Skills involved: Python, Swift/VisionOS

I want to work on this

Cosmic Zoom — NASA Moon Map Viewer

NASA LROC Moon Map Viewer built for a hackathon. Features interactive lunar map visualization with a Python backend and JavaScript frontend.

PythonNode.js

Skills involved: Python

I want to work on this

Don’t see the right project?

Just reach out.

If nothing above is quite right but you’re excited about the kind of work I do — AI, sports, trading, research — just say hi. The best collaborations often don’t start with a perfect brief.

Tell me what you’re good at, what you’re curious about, and what you’d love to build. We’ll figure it out from there.

Start a conversation