Projects
Enhancing CLIP Embedding Spaces with Contrastive and sliced-Wasserstein Objectives [report]
A refinement of CLIP embeddings on the Hateful Memes dataset by retraining penultimate layers with contrastive and sliced-Wasserstein objectives, improving semantic separability while maintaining zero-shot generalization.
Kernel Combinations for Sparse Gaussian Processes in Correlated Web Traffic Forecasting [code]
An exploration of kernel combinations in a Sparse Gaussian Process framework to forecast web traffic data, optimizing scalability using inducing points and ELBO maximization.
Cloud System for Web-based Accessibility using Synthetic Recaptioning [report]
A cloud-based system that explores scheduling strategies for task distribution and resource management to efficiently integrate Vision-Language Models for generating accurate and context-rich image captions in real-time.
Pulse Productivity [website]
A productivity tool designed for project teams to streamline workflows, enhance collaboration, and maximize efficiency.
Autonomous Taxi System within a Simulated City Environment [report] [slides] [video demo]
An Autonomous Vehicle Taxi system combining localization, routing, motion planning, and perception algorithms to navigate a simuated city.
Grants Self Service System [slides]
Grants-Self-Service System uses LLMs and RAG techniques to streamline Vanderbilt University's grant applications, providing quick access to prior grant data securely
QuizLITE [code]
A modern flashcard application designed for efficient learning and content management with adaptive study sessions.