_🔭 I’m currently working on building a GPT model from scratch
_👯 I’m looking to collaborate on AI Projects, computer vision, and natural language processing
_🌱 I’m currently learning about Neural Networks, Transformers, and advanced deep learning architectures
_⚡ Fun fact: I didn't watch a single lecture for web dev
_👨💻 All of my projects will be available at rahulsingh.xyz (Hopefully)
| Project | Description |
|---|---|
| VisionRAD | The project involves fine-tuning a medical imaging AI system on a radiology dataset using Llama-3.2-11B Vision and Qwen-VL-2B to enhance diagnostic accuracy and efficiency. |
| GPT From Scratch | Building GPT model from ground up, implementing self-attention, multi-head attention, and transformer blocks. Features custom autograd engine with micrograd implementation for binary classification. |
| EvolvingFlappy | Implementation of NEAT algorithm for autonomous game playing. AI learns to play Flappy Bird through neuroevolution, demonstrating practical application of evolutionary algorithms in game AI. |
| Know-your-docs | Document knowledge platform enabling instant Q&A for uploaded documents. Implements advanced document processing and query understanding capabilities. |
| Nutri-Mate | A web application designed to help users plan their diets and interact with a chatbot for additional dietary assistance. |
| Project | Description |
|---|---|
| InfluConnect | Dynamic influencer marketing platform with Vue.js and Flask. Features campaign management, JWT auth, Redis caching, and Celery async tasks like notifications and reminders. |
| DumbAsurs-Hacksprint | Runner-up in Tech for Social Good. Platform for tracking waste, discovering sustainable businesses, and managing environmental initiatives. Built during Hacksprint 2025. |
| CareMate | Backend system for elderly care management, developed in 8 hours using AI assistance. Demonstrates rapid prototyping and practical application of AI in development. Awarded one of the best performers in Crack the Code' 24 |
| Project | Description |
|---|---|
| InsightGenie | Modular Streamlit app for data analysis with AI-powered insights. Supports CSV uploads, mixed data types, and interactive visualizations for comprehensive data exploration. |
| PlaylistAnalyst | A Streamlit app for analyzing playlists, providing total duration, estimated completion time, and video-wise transcripts for deeper insights (Currently Private). Planning to add AI based whole playlist summary and QnA. |
| ScoreSage | End-to-end ML project for student performance prediction, featuring an automated pipeline with parallel processing and deployed using Flask. |
| Breast Cancer Prediction Model | A machine learning model that predicts breast cancer with an accuracy of 91.8%. |
| Cyclistic-case-study | Data analysis project focused on maximizing annual memberships for a bike-sharing company. Includes comprehensive analysis pipeline and actionable insights. |
| URLytics | Python-based text analysis pipeline for URL content extraction and insight generation. Features comprehensive data processing and analytics capabilities. |
| Project | Description |
|---|---|
| MAD1 Capstone Project | Capstone project for Modern Application Development using HTML/CSS. Earned S Grade and Best Capstone Project badge. |
| MAD2 Capstone Project | Capstone project for Modern Application Development using VueJS. Earned S Grade and Best Capstone Project badge. |
| MLP Capstone Project | Machine Learning capstone project focused on predicting the success of bank telemarketing. Earned S Grade and Best Capstone Project badge. |
| BDM Capstone Project | Business Data Management capstone project involving data-driven analysis. Scored 40/50 |
| Project | Description |
|---|---|
| CUDASorted | CUDA implementation of merge sort and bitonic sort algorithms, as currently learning CUDA |
| Bubblonomy | A game made in pygame during GGJ 2025, for simulating the Economy. |
| Pong Game in Javascript | Needed to learn basic Game Dev, so made a pong game using Javascript and canvas(Team Project and Private) |
| Stuffs in Pytorch | Trying to implement things from scratch in PyTorch(WIP and Private) |
