Projects

Machine Learning
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DiffEdit - Text Guided Image Editing with Diffusion

Combined DiffEdit, a text-conditioned diffusion models for semantic image editing, with BLIP and other text-to-image models to create a end-to-end generation and editing pipeline.
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Evaluation of Fairness and Factualness with LLM

Developed a zero-shot evaluation framework using Microsoft Phi-2 and Mistral-7B, incorporating GPT-generated evidence and chain-of-thought reasoning to assess fairness and factuality in textual claims, achieving a 76% accuracy rate.
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EEG Signal Classification

Compared CNN, RNN, Transformer, and hybrid models on EEG signal analysis while sweeping hyper-parameters, time-bin resolutions, and augmentation.

Software Development
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High Performance URL Shortening Web Server

Designed and developed an asynchronous C++ web server using Boost.Asio, featuring a modular architecture and a URL shortening service backed by Redis caching and PostgreSQL persistence. Deployed the system on Google Cloud Platform using Docker containers, with a CI/CD pipeline powered by Cloud Build for automated testing and deployment. The project incorporated robust testing with Google Test, secure cloud networking, and production-grade monitoring and logging, demonstrating strong skills in systems programming, cloud infrastructure, and backend development.
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Job Search

A personalized job recommendation platform that suggests opportunities based on user interactions. It features a full-stack architecture with Java-based REST APIs, a responsive frontend, and a recommendation engine leveraging keyword extraction and user history. The web app uses Amazon RDS with Redis for caching and persistence.
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Bruin O Bruin

Led a team of 4 to develop a web-based elimination gama built with Node.js, React, and SQLite, featuring randomized challenges, live discussion forums, and a real-time leaderboard; deployed on Azure, it engaged over 50 % of the class.
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Sorting Visualizer

Developed an interactive sorting algorithm visualizer using Vite, React, TypeScript, and Tailwind CSS. The tool features real-time animations of algorithms like Bubble Sort, synchronized with pseudocode display.