About Sicheng Ouyang

Current Goal

I want to turn technical ideas into reliable products: clear backend systems, measurable ML workflows, and interfaces that stay out of the way.

Current Focus

• Machine learning algorithms, model evaluation, and reasoning systems.
• AI-integrated architectures and intelligent product workflows.
• Scalable full-stack systems with clean API boundaries and reliable data flow.
• Developer tooling, local automation, and practical abstractions that make daily work faster.

Experience Highlights

• Co-founded and built an A-Level study platform on Tencent Cloud, reaching roughly 1,000 daily active users.
• At Tencent Music, evaluated 10 speech synthesis models across 20+ experiments and improved vocal consistency by 20%.
• Built a React Native map app with location visualization and optimized trail storage and rendering performance.
• Ran handwriting recognition data experiments to 96% accuracy and deployed a local DeepSeek setup used by 20 researchers.
• Currently building inventory tooling, SOP improvements, and website updates for Mui Scientific.

How I Work

I read the source material, build a small prototype, test it with real use or measurable results, and fix what breaks. I care about reliability, cost, clear behavior, and a good user experience.

Skills Snapshot

• Languages: Python, Java, C/C++, JavaScript, TypeScript, HTML/CSS.
• Frameworks and tools: FastAPI, Flask, React, React Native, MySQL, Git, WordPress, LaTeX, Node.js.
• Languages spoken: English, Mandarin Chinese, and basic French.

Outside Engineering

Outside of coding, I like going to the gym, playing tennis, gaming with friends, traveling, and exploring new places through food.