Projects
Optimizing LLM Memory with Preference-Aware Compression
Deep Learning Research
April 2025 - Present | Python, PyTorch, HuggingFace Transformers, BERT, BeautifulSoup
- Collaboration with Dr. Ruta Desai, AI Research Scientist at Meta
- Designing priority-based LLM memory compression to retain critical user preferences while reducing memory usage
- Building synthetic datasets + testing compression strategies to balance efficiency/personalization; eval with custom metrics
Multilingual Character-Level Language Model
NLP Research
January 2025 - March 2025 | Python, PyTorch, LSTM, Andrej Karpathy's char-rnn repository, Hugging Face
- Developed a multilingual character-level language model using LSTM neural networks to predict the next most likely character in a sequence, leveraging the OSCAR corpus, a 1.1 TB multilingual dataset, to train the NLP model across 14 languages
- Boosted model performance through hyperparameter tuning, n-gram context integration, and model architecture refinement
LiveUp
Chief Technology Officer
December 2023 - June 2024
- Founded a company that makes the process of subletting and subleasing more efficient for students
- Participated in the Dempsey Startup Competition and won $2,500 for Best Marketplace Idea sponsored by Ebay
- Developed a demo site and currently developing an official website using this tech stack: React, javascript, CSS, AWS
Women In Computing
Outreach Committee Member
November 2022 - Present
- Reaching out to organizations and high schools to promote the WiC mission of inspiring women to become involved in CS
- Organizing and leading coding workshops/STEM events for high school girls
- Collaborating with team to brainstorm engaging ideas and create materials to educate women in CS
Husky Coding Project
Lead Frontend Developer
September 2023 - October 2024 | HTML, CSS, React, Python, SQL
- Leading a team of 5 developers to create a meal finder website that allows people to efficiently find custom dining options and plan out meals based on their distance, budget, and cuisine preferences
TimeOrganizer Website
Personal Project
June 2023 - September 2023 | javascript, typescript, HTML,CSS, Node.js, Java, MySQL, AWS
- Developed "TimeOrganizer," a dynamic and user-friendly website that integrates the functionality of a calendar and planner
- Designed a user-friendly, responsive interface with interactive elements for seamless navigation across devices
Minority Map Website
Hackathon
October 2022 | Javascript, HTML, and C++
- Created the Minority Map website through DubHacks Hackathon, contributed to the project through backend development
- Collaborated with team to create various components of the website, troubleshoot/debug, and add unique features to the website to make the user interface more accessible and efficient for the target audience