ALBERT WU
> studying cs + ds @ UW-Madison
projects
Some of the class & personal projects I have done. Visit my github for more details. Projects with * are class projects and so I have to keep them private. I will gladly send them through upon request.
MadLang* | Java, ANTLR
CS536 Programming Language and Compiler Design Class Final Project. Created a C-like language and a compiler with peephole & constant optimizations and localized error reporting.
nanoGPT-Flash* | Python, C++, PyTorch, CUDA, Nsight
CS759 Graduate High-Performance Computing Class Final Project. Wrote CUDA kernels (fused LayerNorm-QKV, KV cache, and FlashAttention) to optimize nanoGPT’s inference.
Morgridge Event Calendar | Python, Javascript, Typescript, Flask, React (Vite), PostgreSQL, AWS, Cloudflare
Leading 10 students to develop a centralized event calendar with agentic data scraping for the UW CS community.
LLM Rewind | Python, Javascript, Typescript, PyTorch, React (Astro)
MadHacks 2025 Best ML Project. Spotify Wrapped for yearlong LLM history without using any LLM. Optimized to generate within 2 minutes.
PyTorch Open Source Contribution | Python, PyTorch
Fixed a bug in PyTorch compiler’s decomposition path into the underlying C++ boilerplate code.
University Clinic | Java, Javascript, Spring Boot, React
A patient and appointment management app.
Outpost Wealth Management | Python, Pandas, Java, Javascript, Spring Boot, React
A personal wealth management app with time-series financial forecasting.