Tech

Programming Experience

• Experienced in Python, R, SQL which are useful in data analysis
• Familiar with Modern C++ for writing high-performance code
• Deep Learning expertise in TensorFlow, Keras, PyTorch, fast.ai
• Taken programming courses at university level in Java and MATLAB, including a module on “Computational Methods in Physics”
• Teaching assistant for MATLAB at National University of Singapore (during PhD candidature)

Honors & Awards

• Kaggle Competitions Master (Top 0.1%)
• Kaggle Gold Medal (2nd/1692, Top 0.2% in LLMs – You Can’t Please Them All)
• Kaggle Gold Medal (4th/1427, Top 0.3% in ARC Prize 2024)
• Kaggle Gold Medal (8th/2437, Top 0.4% in Google Jigsaw – Agile Community Rules Classification)
• Kaggle Silver Medal (Top 4% in MABe Challenge – Social Action Recognition in Mice)
• Kaggle Silver Medal (Top 4% in Yale/UNC-CH – Geophysical Waveform Inversion)
• Kaggle Bronze Medal (Top 7% in Linking Writing Processes to Writing Quality)
• Kaggle Bronze Medal (Top 8% in Harvard Medical School – Harmful Brain Activity Classification)
• Kaggle Bronze Medal (Top 9% in Google – American Sign Language Fingerspelling Recognition)
• Kaggle Bronze Medal (Top 9% in Parkinson’s Freezing of Gait Prediction)

Projects

• GitHub: https://github.com/wuchengyuan88
• Includes code for previous publications in computer science journals
• Multi-class Document Classification: Deep Learning NLP Flask app on PythonAnywhere (Link)
• N-Queens Genetic Algorithm in C++ (Link)

Certifications and Badges

• C++ Gold Badge (5 Star) (HackerRank)
• SQL Gold Badge (5 Star) (HackerRank)
• Python Gold Badge (5 Star) (HackerRank)

Tech Courses

• Python A-Z™: Python For Data Science With Real Exercises (Udemy)
• Modern Deep Learning in Python (Udemy)
• Deep Learning: Advanced NLP and RNNs (Udemy)
• Advanced AI: Deep Reinforcement Learning in Python (Udemy)
• The Complete SQL Bootcamp (Udemy)
• Ethereum and Solidity: The Complete Developer’s Guide (Udemy)
• Blockchain: Beyond the Basics (LinkedIn)
• Tableau for Data Scientists (LinkedIn)
• Complete Modern C++ (Udemy)
• MLOps Fundamentals: CI/CD/CT Pipelines of ML with Azure Demo (Udemy)
• MCP: Build Rich-Context AI Apps with Anthropic (DeepLearning.AI)

Others

• Peer reviewer (by invitation) for various academic journals in the fields of AI, Machine Learning, and Mathematics.
• Co-founded AIFree.Online, a blog featuring free online AI courses and tools.