An aspiring student at UC Berkeley studying Statistics, with a minor in Computer Science & Philosophy. My current focus is on Multimodal agents, Reinforcement Learning, Transfer Learning, and Philosophy in AI. I am trying to connect my areas in Statistics & Philosophy to push the boundaries of Artificial Intelligence.
Developed a green agent that evaluates other purple agents in the existing Alfred benchmark by creating a cleanup score that assesses the LLMs based on the noise they generate in the environment.
Optimized a white agent to achieve higher accuracy ratings for new and existing benchmarks. Evaluations and Agents were registered through Agentbeats.
View on GitHub →Created an iOS app to generate curated meal plans based on calories and macros using Claude. Integrated LiveKit to develop a live voice assistant that provides recipe instructions, sets timers, and offers cooking tips.
Developed an agent that generates grocery lists according to the created recipes, featuring a buy button that utilizes the Kroger API to create a cart. Implemented automatic tracking of perishables, sending notifications when items are close to expiry, and prioritizing them in future recipes.
Built with multiple agents that communicate with each other using the uAgents framework from Fetch.AI, RAG architecture with ChromaDB for personalization, and LlamaIndex for context-aware voice assistance.
View on GitHub →Developed a study app to connect students and promote accountability in studying. Implemented a matching algorithm to connect users based on their time slots, hobbies, and commitments.
Created a map feature displaying popular study spots with original ratings and included amenities.
iOS developer for the official Berkeley Mobile app. Contributed to Tahoe integration and created guides for Berkeley students and visitors. Enhanced user experience by implementing new features and optimizing existing functionalities.
View on GitHub →I am currently in the process of writing notes, best practices, and cheat sheets for all my future classes to provide better resources for students.
I am also writing about my passions in Film, Books, and AI on my Medium. Follow me for insights on these topics:
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