Projects

Spotify Skip Prediction Challenge

Predicting whether a user will skip a song or not

LLM Unlearning

Maching Learning for Large Language Models. Making LLMs forget Harry Potter!

Tomographic Reconstruction under Unknown Angles

Tomographic reconstruction is a multidimensional inverse problem to reconstruct a specific system from finite number of projections. We estimate the optimal number of projections needed when projection angles are unknown

MIC

BO-MLE

Bayesian Optimization for Discrete Choice Model Likelihood Estimation

AIML

AIML

Human Face and License Plate Detection

Indoor Positioning System

Model based Reinforcement Learning

Accelerating Robot Learning with Model-based Reinforcement Learning

Generative AI Hackathon

Text to comic generation using LLMs and Diffusion models

Large Language and Vision Models Seminar

Seminar on Large Language Models research and application

Aspect Based Emotion Analysis

Predicting emotions with respect to different aspects (e.g. food, service) in reviews

VaR Change Analysis

Automated commentary framework for VaR change analysis

FBSDE

Portfolio Optimization using Deep Learning with propagator transaction cost model

Layoff Price Prediction

Predicting stock price movements post tech layoffs

LLM earnings surprise

Predicting Earnings surprise using news data and large language models

ProverbNet

A large online multilingual database of proverbs and associated metadata

Flush+Reload attack

Predicting flush+reload attack on LLC to extract private keys

Deep Learning based voice conversion

Voice conversion using Deep Learning

Blockchain Anomalies

Worked on anomalies affecting systems whose consensus protocol does not guarantee deterministic agreement

Advanced Compiler Construction

Architecture

OS

DB

DLD

Fake News Detection

Road Anomaly Detection

Affordable device to convert a screen to touchscreen

Math Scanner

Racecar

FPGA based Rail Signaling

Autonomous Driving Vehicle

MG