Hi, I'm Yi
Data Scientist & ML Engineer specializing in deep learning, system reliability, and high-performance computing.
YH

About

Honours student at USyd researching neural network stability and system reliability. I bridge the gap between rigorous mathematical physics and production-grade software—building scalable PyTorch pipelines, executing large-scale HPC workloads, and processing high-throughput time-series and document datasets.

Professional Experience

Skills & Toolkit

Python
C
SQL
Linux / Bash
PyTorch
scikitScikit-Learn
NumPy & SciPy
Pandas
Git
LaTeX
Astro / Web
My Projects

Check out my latest work

Currently working on a variety of projects, from simple tools to full-stack pipelines. More to come soon!

VLM Parser

VLM Parser

High-throughput command-line engine that converts complex, unstructured PDFs into RAG-optimized Markdown using Vision-Language Models. Built with thread-pool concurrency, automated API backoff retries, and stack-based post-processing to repair broken LaTeX notation and page-split boundaries.

Python
OpenRouter API
Vision-Language Models
RAG Pipeline
Thread Pooling
LaTeX Processing
Poppler
CLI
Photos

A selection of travel, wildlife, and landscape photography. Captured on my DSLR and color-graded in Lightroom.

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Contact

Get in Touch

Have a role or collaboration in mind? Feel free to reach out directly at contact@yihao.au or connect via LinkedIn.