Fine-Grained Bird Image Classification using Convolutional Neural Networks

Compared three models of CNN to perform fine-grained classification using CUB-200-2011 Dataset.

Monet-style Image Generation using Deep Convolutional GAN

Constructed and trained a Deep Convolutional GAN model that generates Monet-style images.

Simulated Survival Game using Reinforcement Learning

A game where a Deep Q-Network (DQN) agent learns optimal survival strategies in a grid-based world by interacting with dynamic food, threats, and shelters.

Machine Learning Engineer

Deep Learning for High-Energy Physics

Energy-Efficient AI Direct Researcher

Energy Efficient Secure Sustainable Computing

AFLoRA: Adaptive Freezing of Low Rank Adaptation in Parameter Efficient Fine-Tuning of Large Models

Induced Generative Adversarial Particle Transformers

LMUFormer: Low Latency Yet Powerful Spiking Legendre Memory Units

Evaluating Generative Models in High Energy Physics

Spiking Neural Networks with Dynamic Time Steps for Vision Transformers