Howard Wei

Pioneered LLM-driven visualization platform that processes and visualizes large datasets to help researchers and clinicians understand complex biological data.

• •Developed a Python-based data processing pipeline that transforms raw data from Postgres into a format suitable for visualization.
• •Created a Vue-based visualization dashboard that allows users to interact with the data and explore patterns and relationships.
• •Integrated agentic analysis tools to provide insights and recommendations for data interpretation through AWS (Bedrock, Lambda, and S3).
• •Collaborated with a team of researchers and clinicians to ensure the platform meets their needs and provides meaningful insights.

Led the design and development of a machine learning-powered paper trading platform and managed a cross-university ML team.

• •Built a platform on AWS (Lambda, EC2, RDS) that analyzes investor trading habits and provides actionable insights using GPT-4o and Groq APIs across 7 financial metrics.
• •Recruited, onboarded, and managed a team of 25 ML engineers from 5 universities, fostering collaboration through Agile (Kanban), GitHub Pro, and Jira.
• •Integrated real-time and historical market data from Django REST API from Alpaca Markets into a robust MySQL database.

Designed and built a full-stack web application with a cloud-based backend and responsive frontend to serve the ML Club community.

• •Developed 5 RESTful API endpoints for saving and retrieving user forum posts and readings with a PostgreSQL cloud database.
• •Created a responsive and interactive frontend with React, Tailwind CSS, and SWR for seamless data fetching.
• •Collaborated effectively on a team of developers using Git workflows, GitHub project boards, and rigorous code reviews.

Built and maintained the club's web presence and organized large-scale gaming events and tournaments for the community.

• •Engineered a dynamic, mobile-friendly website from scratch using Nuxt, Vue, and TypeScript.
• •Designed and implemented a comprehensive event management system with a focus on user experience and accessibility.
• •Coordinated and ran monthly competitive tournaments for over 3,000 SJSU and external participants, awarding cash and physical prizes.
• •Co-organized fundraising initiatives to support club operations and partner charities.