Machine Learning & Large Model Applications
Welcome! I'm WANG Shiyu, an analytical AI engineer with a strong passion for machine learning and large model applications. I thrive on cross-domain problem solving and responsible innovation — always eager to learn and create meaningful impact.
Driven and analytical Artificial Intelligence graduate with strong expertise in machine learning, business analytics, and intelligent systems.
Skilled in cross-domain problem solving, clear communication and storytelling, with hands-on experience in project management and a strong eagerness to learn and adapt to new technologies.
Motivated to build a long-term career in artificial intelligence, aspiring to drive responsible innovation and create positive societal impact through continuous learning and meaningful solutions.
MSc Artificial Intelligence and Business Analytics
Lingnan University, Hong Kong • Expected 2027
BSc Artificial Intelligence
Minnan Normal University • GPA 3.4/4.0 • 2021–2025
Recent & Selected Work
Apr – May 2026
88% constraint compliance • 82.4% preference coverage
Solely designed & implemented Critic Agent. Demonstrates my ability to build reliable multi-agent LLM systems.
Mar – Apr 2026
Accuracy ↑2.23% • F1 ↑4.93%
Solely owned all feature engineering. Demonstrates my analytical strength in turning raw data into high-impact features.
Feb – Mar 2026
Successful policy learning
Sole developer. Showcases my strong foundation in reinforcement learning.
Feb 2026 – Present
Sole developer of multi-agent system. Demonstrates my expertise in RAG and intelligent systems.
Sep 2025 – Dec 2026
Hybrid rule + ML system. Accuracy 75% → 92%. Demonstrates my cross-domain problem-solving skills.
Sep 2024 – Apr 2025
Lightweight CNN with compression. 75.8% accuracy, +25 FPS. Demonstrates my computer vision and optimization capabilities.
shiyuwang5@ln.hk
Phone: +86 159 9958 8606