Hanhui Su
I am currently pursuing an M.S. in Computer Science at UC Riverside. My background spans AI/ML engineering, LLM data work, embedded software, and product-minded engineering across research and industry settings.
About
I am Hanhui Su, a Computer Science master's student at UC Riverside. Before graduate school, I studied Internet of Things Engineering in Beijing and ranked in the top 5% of my department.
My path has moved between research and engineering environments: an LLM internship at the Institute of Software, Chinese Academy of Sciences, and an embedded software internship at Beijing Saishu Technology. Those experiences shaped the way I think about practical systems, reliability, and the gap between prototypes and usable products.
This website is meant to give a clear picture of who I am, how I have developed academically and professionally, and where my work is heading. Project details are separated below so the personal introduction stays focused.
Selected Work
Project 01
A financial document-analysis agent built with FastAPI, LangGraph, ChromaDB, and DuckDB for retrieval, tool execution, evidence planning, and grounded question answering over public company filings.
Open projectProject 02
A reasoning-augmented distillation project that fine-tuned Qwen3-8B with QLoRA for financial social-media sentiment classification, using teacher-generated reasoning traces and structured JSON outputs.
Open projectExperience
May 2023 - Aug. 2023
Processed 30 GB of unstructured Chinese eBook data for LLM pretraining, contributed to ArkPDFSFT data generation and validation, evaluated Llama 2 outputs, and ran LoRA fine-tuning experiments under GPU memory constraints.
Jul. 2021 - Sep. 2021
Contributed to a Bluetooth debugging tool, optimized networking through firmware updates, reduced device connection issues by 20%, and supported deployment of 50 IoT terminals across multiple sites.
Education
M.S. in Computer Science, Sep. 2024 - Present
B.E. in Internet of Things Engineering, top 5% of the department
Skills