Projects
A showcase of my technical projects, demonstrating my ability to build innovative solutions across web, AI/ML, and DevOps.
Published RAID (Rapid Automated Interpretability Datasets), a Python framework for interpreting how LLMs process and understand source code. Built neural activation analysis, AST-based code analysis with tree-sitter, and multi-granular token labeling to map transformer behavior to code structures.
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Created a 2-player Gomoku game with an AI opponent using alpha-beta pruning and handcrafted evaluation functions, enabling the AI to efficiently recognize and select strong moves.
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Developed an image forum web app where users can upload, download, search, and categorize images. Initially hosted on AWS with EC2, RDS, and S3, then migrated the application to Google Cloud Platform.
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Built a containerized MERN e-commerce application featuring a unique avatar-based navigation UI. Implemented payment, delivery, and cart features along with a REST API for admin product management.
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Led front-end development of a swipe-based job portal app that reduces application time by ~80%. Implemented swipe algorithms, chat WebSockets, and a GitLab CI/CD pipeline to streamline deployment.
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Implemented A*, BFS, DFS and IDS graph algorithms with heuristics to solve various levels of the 8 puzzle game. Utilized three heuristic functions for A* to explore their impact on search performance. Conducted tests across various problem depths to analyze average run time and nodes explored.