CZ
💻 Full Stack Developer

Charles Zhang
Portfolio

Full stack developer specializing in Python, Java, TypeScript, and backend technologies. Creating innovative solutions from a Discord economy bot to real-time collaborative platforms.

About Me

Full Stack Developer

I ship production software end to end, from fast React frontends to reliable backends and systems. My recent work spans an AI chat platform, a real-time pixel canvas with Redis, and a professional landing website for a tax accountant firm. Using a CI/CD workflow, I make sure all my apps and websites run smoothly. I have hands-on experience in virtualization R&D, automation, and data-driven systems, plus community projects that reached hundreds of thousands of users.

My Highlights

  • • Scaled a Java Discord bot to 206k total users across 2,300 servers through SEO and smooth operations.
  • • Built a Redis-backed r/place clone with realtime updates, and optimized a 95% reduction in command throughput.
  • • Delivered client work, including a tax accountant firm's landing site.
  • • In a data science class, a Kaggle Machine Learning class winner with a 99.27% AUC public score, clear lead over second place 95.82%.

Frontend

TypeScriptReactNext.jsTailwind CSSTkinter

Backend

PythonNode.jsRedisSQL (MySQL, MariaDB)FlaskREST APIsServerless deploymentsC++LinuxKubernetesDockerBashGitHubVercel

Machine Learning

AUC evaluationBoth LDAsK-means ClusteringK-fold Cross ValidationCNNs, DNNs, NNsRandom ForestAutogluonPCAXGBoost, LightGBMt-SNESVMs

All Projects

A comprehensive look at my work, from AI platforms to collaborative applications

Mystiuak, a Java Discord Currency Bot

Multi-sharded chatbot used by 206k users in 2,300 servers, with DB-backed state and SEO-driven discovery. Powered by JDA, Mystiuak enables server communities to level up their server activity and encourage an economic social currency useful for trade and socialization.

JavaJDASQL

Agar.io Private Server

An Agar.io private server with over 1M impressions and hundred of active users at peak on a OVH VPS via a Ogar deployment. VPS only accessible via Linux SSH.

Real-time networkingWebSocketsOpsNode.jsVPSSSH

Botsu Therapy Chatbot

Desktop chatbot with sentiment-aware LEDs on Raspberry Pi, persistent user history, and a playful Tkinter UI.

PythonTkinterMariaDBRaspberry PiREST APIs

NERSC Tape Library Diagnostics App

Flask service that connected to Google Sheets to ingest tape library logs for troubleshooting and analysis.

PythonFlaskGoogle Sheets API

Virtualization Platform Evaluation

Researched and prototyped an oVirt replacement path for the NERSC Operations datastream, focusing on reliability and maintainability.

LinuxVirtualizationResearch

Faculty Computer Refresh System

SharePoint + Power Apps solution that cataloged faculty devices, automated forms, and streamlined campus-wide deployment.

Microsoft PowerappSharePointExcel VBA

Kaggle ML Competition Model

Top score 0.9927 public leaderboard in a course competition with a robust training pipeline and careful validation.

PythonK-Folds Cross ValidationRandom ForestNeural NetworksAI

Get In Touch

Interested in working together? Let's discuss your next project.