Student Tech Team • Building With Impact

Building Real Products Together

Atrak is a student tech team shipping practical software — from accessibility-first AI to computer vision pipelines and local-first agents.

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Notable Projects

App Store Submission

Live Business Deployment

Open-Source Repos

Progress Timeline

Updates & Build Log

Recent milestones and development momentum — shipping real products, one build at a time.

Jan 2026

Shipped atrak.dev

Launched new team website with modern design, showcasing projects and building public presence.

Website Launch

Dec 2025

Submitted GuidePup

Completed and submitted AI vision assistant app to App Store — accessibility-first mobile experience.

Mobile App Store

Nov 2025

AI Predator Simulation

Completed a multi-agent simulation where entities learn to hunt and survive using emergent behaviors and AI logic.

AI Simulation

Nov 2025

Built Hoops Clips Pipeline

Developed end-to-end basketball highlights system with action detection and automated clip generation.

Computer Vision Pipeline

Oct 2025

Lunar Prototype

Created working prototype of local-first desktop AI agent integrating multiple LLMs and APIs.

AI Agent Desktop

Sep 2025

Deployed VIP Manager

Launched internal restaurant management system for daily business operations — live in production.

Full-Stack Deployment

Notable Work

Technical Projects

A few builds spanning accessibility, computer vision, and local-first AI. Click a project for details and access links.

🦮

GuidePup — AI Vision Assistant

AI-powered accessibility app providing guided assistance and navigation support. Built with real users in mind and submitted for App Store review.

Accessibility Computer Vision Mobile

Details Repo

🏀

Hoops Clips — AI Highlights System

Full pipeline that detects actions from game footage and automatically generates highlights. Includes an open-source action-recognition server for video analysis.

Video Computer Vision Automation

Details Repo

Lunar — Desktop AI Agent

Local-first OS-level assistant integrating multiple LLMs and APIs to automate tasks, reasoning, and workflows across the system.

LLMs Desktop Productivity

Details

Ten Seconds VIP Manager

Internal management app for my parents’ restaurant to handle VIP tracking, balances, and operational workflows. Deployed for daily business use.

Full-Stack Operations Database

Details

🦊

AI Predator Simulation

Multi-agent survival simulation featuring complex AI behaviors, hunting mechanics, and ecological balancing in a dynamic environment.

AI Simulation Python

Details Repo

About Us

A Team That Ships

Atrak is a student-led tech team focused on building things that are useful, reliable, and real. We care about clean engineering, strong UX, and measurable impact.

Our projects span mobile apps, video understanding, and desktop automation — and we open-source what we can so others can learn and build alongside us.

💡

Build Fast

Prototype quickly, then harden for real use

🤝

Team-Driven

Collaborate, review, and keep standards high

🎯

Impact-Focused

Ship projects that help people in the real world

                                
                                    const mission = {

                                      build: "real products",

                                      focus: ["accessibility", "computer vision", "local-first AI"],

                                      values: ["impact", "craft", "open-source"],

                                      team: "ship together"

                                    };

                                    export default mission;

Our Team

Team

Meet the team and the roles we’re building next

Join the Team Contact

Charlie Han

Team Leader

Leads Atrak. Class of 2028. Competes in USACO Gold and FBLA, and plays basketball. Traits: disciplined, team-first, and focused on shipping useful products.

Engineering

Build & Infrastructure

Backend services, ML pipelines, automation, and deployment. We care about reliability, performance, and clean systems design.

Design

Product Design

UI/UX, visual polish, and accessibility-first design. We aim for clean interfaces, clear information hierarchy, and delightful interactions.

Product & Ops

Roadmap & Delivery

Project planning, documentation, demos, and feedback loops. We keep projects organized and make sure what we build is actually usable.

Roster

Team members and roles (more coming soon)

Charlie Han

Team Leader

USACO Gold • FBLA • Basketball

Open Seats

Engineering • Design • Product

Apply on the Join page

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