Utilized LangChain, ElasticSearch, Pydantic, and specialized techniques to generate charts/tables and enhance LLM output by retrieving the optimal sources for RAG.

Created a custom PDF extractor that improves text extraction in an organized format with markdown for better embedding results.

Developed several proof-of-concept full-stack web applications using different technologies, including React, Express, Flask, PostgreSQL, and AWS Bedrock.

Nominated by the Amherst College Computer Science department to aid and provide insightful assistance to students with their classwork and exam preparation.

Developed and maintained a Python automation tool that helped over 70 contractors simultaneously complete their assignments more efficiently, with over 20,000 total uses to calculate and display only the queried information.

Established permissions so only select contractors could view sensitive information and stored the usage of each contractor in an SQL database.

Cooperated with a 30+ member team, provided excellent customer service, managed inventory, handled transactions, ensured supply of all food items never ran out, conducted preparation work, and utilized time management skills.

Committed two to three weeks each summer to coach kids from second to ninth grade in all aspects of basketball, including the importance of resilience, sportsmanship, and competitiveness.

Migrated and centralized existing data stored in Google Sheets to Airtable so the non-profit could find information more efficiently.

Wrote a Python script using Google Drive API to read data and write a description of an applicant in a Google document. 

Volunteered at an organization donating cars to citizens in need, returning from incarceration, and veterans.