Developed a multilingual cross-modal retrieval system by aligning CLIP image embeddings with XLM-R text embeddings using contrastive learning and knowledge distillation, enabling efficient image-text retrieval across multiple languages without retraining large models.
Analyzed, transformed, and evaluated the large data sets in the data pipeline, constructing various neural network models from scratch to improve time-series predictions. Performed batch processing
Developed a property management website with the MERN stack (React, Bootstrap, Express, Node.js, MongoDB). Implemented user sign-up/login, search, bookings, and reviews features, boosting user engagement. Adopted microservices architecture, developed REST APIs for CRUD operations, and used AJAX calls.
Led the design and development of an RDBMS for library management with MySQL, ensuring adherence to ACID. Designed an EER diagram and implemented a normalized schema, reducing redundancy and data consistency. Created SQL queries and VIEWs to display popular books, top gold members, etc to improve query efficiency.
Implemented privacy-preserving DL model using Intel SGX, enabling secure model training and inference within a Trusted Execution Environment; Evaluated performance trade-offs between SGX-secured and traditional executions for lightweight neural networks.
Developed a modified V6 file system using C from scratch. Utilized Unix system calls to execute file system operations.