CS + MATH @ CWRU

Ethan Wang

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01 / About

I'm a computer science and mathematics student at Case Western Reserve University who builds things at the intersection of quantitative systems, AI infrastructure, and startups.

Currently co-founding Darch AI, where I architect high-throughput media pipelines serving 20M+ monthly impressions. Previously built AI tools at NIST. On the side, I run automated trading systems on prediction markets — reaching the top 100 on Kalshi's all-time crypto leaderboard.

Darch AI ↗

0M+
Monthly Impressions
0+
Monthly Video Jobs
0%+
Profit Margins

Skills

LanguagesPythonJavaJavaScript/TypeScriptCSQL
FrameworksReactFastAPINode.jsPyTorchNext.js
InfrastructureDockerMongoDBPostgreSQLWebSocketsFFmpegGit

02 / Experience

Darch AI ↗

Co-Founder & Engineering Lead

June 2025 – Present

Remote

  • ▹Architected a hybrid microservices system (Python/FastAPI, Node.js) and high-throughput FFmpeg media pipeline to automate cross-platform content distribution, supporting 20M+ monthly impressions.
  • ▹Optimized serverless resource allocation for 3,000+ monthly video jobs, maintaining 85%+ profit margins through aggressive caching and stateless execution.
  • ▹Maintaining custom self-hosted infrastructure with modified authentication flows for multi-tenant B2B scheduling, while leading solution architecture for enterprise accounts.
PythonFastAPINode.jsFFmpegDocker

03 / Projects

May 2024 – Present

Quantitative Trading on Kalshi

Featured

Automated trading system executing across prediction markets with market making, momentum, arbitrage, and latency-sensitive strategies.

Top 100 all-time on Kalshi crypto leaderboard
  • ▹3,500+ monthly trades totaling 500k contracts
  • ▹Low-latency infrastructure processing hundreds of GBs of market data
  • ▹Predictive models using Ornstein-Uhlenbeck SDEs, Hawkes processes, and modified Black-Scholes
PythonWebSocketsMongoDB

04 / Contact

Let's build something.

Always interested in new opportunities, collaborations, and interesting problems.

ethan.wanq@gmail.com▌

Designed & built by Ethan Wang