about
Hey! I'm Charlie Zhao, fourth year Computer Science student at the University of California, Irvine
Experienced with Full-Stack Development and Machine Learning, I'm current looking for full-time opportunities!
I also make music – you can find my music on my YouTube, take a listen!
experience
Institute of Transportation Studies, UC Irvine
Donald Bren School of Information and Computer Sciences, UC Irvine
Artificial Intelligence Club at UCI
Irvine CubeSat
Undergraduate Researcher (AI/ML)
Oct 2023 - Jun 2024
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Generated and tuned machine learning models for vehicle trajectory data smoothing, with architectures including Denoising Autoencoder (Neural Network), Random Forest, and Gradient Boosting, using PyTorch
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Transformed 500,000+ 1-D vehicle positional and trajectory data points into 2-D training, testing, and validation arrays, using Pandas and NumPy to efficiently parse and organize data
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Analyzed model data smoothing artifacts, evaluated performance against mathematical smoothing methods
projects
What you're seeing right now! A personal website built with React and Next.js
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React | Next.js | JavaScript | Tailwind CSS
Cross-platform mobile application that serves daily personalized health recommendations
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React Native | AWS | MySQL | FastAPI | JavaScript
Flexible timer app with up to 6 concurrent timers that can be separately operated using exclusievly hand gestures
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Angular | Ionic | Bootstrap | Handtrack.js | TypeScript
contact
I'm looking for full-time Software Engineering or Machine Learning opportunities!
If you know of any open positions, if you have any questions, or if you just want to say hi, feel free to reach out on LinkedIn or email me at hellozhaocharlie@gmail.com