Anda Project

Working in a cross-functional team to develop a driver performance analytics platform for a nonprofit partner using React, FastAPI, Supabase, and BigQuery

Implementing backend APIs and designing database schema to support driver payment history, vehicle telemetry, and performance metric aggregation Implemented backend APIs and designed database schema to support driver payment history, vehicle telemetry, and performance metric aggregation

Contributing to data pipeline planning and preprocessing for GPS data to train driver evaluation model

Implemented RESTful APIs using Node.js and Express.js to support posting, retrieval, and updates, enabling end-to-end CRUD workflows

Designed and optimized Firebase database schemas for scalable storage and efficient querying

Developed geospatial search functionality for location-based filtering

Planned an AI-assisted search feature with Vertex AI to improve item matching and retrieval

Developed adaptive Streamlit chatbot for Japanese translation practice

Implemented embedding-based semantic similarity + targeted feedback generation using Word2Vec

Chatbot provides personalized feedback on Japanese sentence translation & adjusts difficulty based on user level

Developed full-stack web application to auto-score practice quizzes of school team in preparation for National Japan Bowl competition

Flask (Python) backend development, SQLite database, HTML/CSS/Bootstrap

Application halved team practice time by removing need to review answers