Projects
Here are all my projects Categorized! Click here to go back to the main projects page.
Machine Learning Projects
- League: Carries vs Non-Carries — Project on analysing the League of Legends dataset.
- League: Can we use individual stats to predict if they won or lost? — Predicting win or loss based on individual stats using Machine Learning.
- Predicting Loan Approvals using Machine Learning — Predicting whether a person’s loan gets approved or not using Machine Learning.
- Airbnb Price Prediction — Predicting Airbnb prices using Machine Learning.
- French and Spanish Words Classification — Classifying French and Spanish words using Machine Learning.
Deep Learning Projects
- MNIST Classification with Softmax Regression — Classifying MNIST dataset using Softmax Regression Neural Network from scratch.
- Semantic Segmentation using Fully Convolutional Networks — Semantic Segmentation of VOC2007 dataset using Fully Convolutional Networks.
- Character Level Music Generator Using RNN and LSTM — Generating music using RNN and LSTM.
- Intent Classification using Hugging Face and BERT — Intent Classification using Hugging Face and BERT pre-trained model.
- Tetris AI using Deep Q-Learning — Tetris AI using Deep Q-Learning.
Climate Bench
- Climate Bench Reproduction — Reproduction of a paper on climate science using Machine Learning.
- Climate Bench Plus — Extension of the Climate Bench project by improving the upon the Baseline model.
- ClimateBench Neural Process — ClimateBench utilizing the SOTA Neural Process model.
- Climate Diffusion Model — Climate Diffusion Model to Generate Climate Data.
Personal Projects
- Online Song Guessing Game — Online Song Guessing Game with Sockets, Flask, MongoDB and React.
- Personal Portfolio — My personal portfolio website!
Hackathons
- Microsoft Gen AI Polyglot Pals — Microsoft Gen AI Polyglot Pals hackathon project.
- Google AI Task Generator — Google AI Task Generator hackathon project.
Internet of Things Projects
- Smart Fan — Smart Fan project using Arduino and IoT.
- Secrity Alarm System — Security Alarm System using Arduino and IoT.
- Cocktail Machine — Cocktail Machine using Arduino and IoT.
Data Visualization Projects
- Isochrone of San Diego — Isochrone showing 10-min walking vs cycling distance and population within.
- Dota 2 Visulizations using D3 — Visualizations of Dota 2 using D3 API.
Events
- Datahacks 2024 — Datahacks 2024 event by Data Science Student Society Directed by Me.
- ASML x DS3 Campus Tour — ASML x DS3 Campus Tour event hosted and organized by me
