Portfolio

Following are the projects that I have worked on.

Master's Projects - UC San Diego

Artificial Brains: Synthetic Brain MRI Generation

Artificial Brains: Synthetic Brain MRI Generation

Tools & Methods: PyTorch, GANs, Diffusion Models

WaveRover Robot: Navigation, SLAM & Coverage

WaveRover Robot: Navigation, SLAM & Coverage

Tools & Methods: Python, ROS2, SLAM, YOLO, AprilTags

Symbolic Music Generation: LSTM & Transformer VAE

Symbolic Music Generation: LSTM & Transformer VAE

Tools & Methods: PyTorch, LSTM, Transformers, VAE

Forgetful Memory Machines: Hopfield Improvements

Forgetful Memory Machines: Hopfield Improvements

Tools & Methods: PyTorch, Hopfield Networks, Spiking Neural Networks, Phase-Space Learning

Multimodal Sentiment & Emotion Analysis (DFG)

Multimodal Sentiment & Emotion Analysis (DFG)

Tools & Methods: PyTorch, LSTM, Multimodal Fusion models, NumPy

Conductor App

Conductor App

Tools & Methods: HTML, CSS, JS, Node.js, Express.js, PostgreSQL, Docker, Jest, Playwright

Freeze! Is This Model Fair? Bias Analysis

Freeze! Is This Model Fair? Bias Analysis

Tools & Methods: Python, Scikit-Learn, Pandas, NumPy, Fairness Interventions

Diabetes Prediction

Diabetes Risk Prediction (CDC BRFSS Dataset)

Tools & Methods: Python, Scikit-Learn, Pandas, NumPy, Matplotlib, Random Forest, SVM, GridSearchCV

Bachelor's Projects - Model Engineering College

Face Recognition Based Attendance System for Classroom Environment

Face Recognition Based Attendance System for Classroom Environment

Technology(s) Used: ML, Flask, Tensorflow, OpenCV, ReactJS, SQLite

Job Advisor Portal

Job Advisor Portal

Technology(s) Used: AI, ML, NLP, Flask, ReactJS, SQLite

Airline Reservation System

Airline Reservation System

Technology(s) Used: ReactJS, Node.js, Express.js, MySQL