AI-Guided Environmental Sensing & Adaptive Monitoring
Where should you put the next sensor in Lake Michigan? Let uncertainty decide.
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1 min read
Professional Summary
I study Data Science at the University of Michigan, Ann Arbor. I came here through the UM-SJTU dual-degree program: the first half of my undergraduate degree was Mechanical Engineering at Shanghai Jiao Tong University’s Joint Institute, the second half is Data Science at Michigan. It was less a change of heart than a change of tools.
Education
B.S.E. Data Science
2025-09-01
University of Michigan, Ann Arbor
Mechanical Engineering (Dual Degree)
2023-09-01
2025-05-31
Shanghai Jiao Tong University, UM-SJTU Joint Institute
Interests
AI for Science
AI for Decision Making
Genomic Foundation Models
LLM Workflows & Agents
Internship
WeCom Full-Stack Developer, Intern
Mars Asia — Global IT Service Center
Full-stack WeCom development in JavaScript, Node.js and Vue.js. API and
interface work, data migration, and cross-platform retrieval. Built the
automation that kept operations continuous through a system migration.
Research
Three questions I keep circling: AI for science, AI for decision-making, and what data-driven methods are actually worth once they leave the benchmark.
Applets for Data Analytics in Materials Science
Turning materials-science analysis into something you can just... upload a CSV to.
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1 min read
EPCOT Foundation Model — TSS-to-Expression Data Pipeline
Made a genomic foundation model 2–5× faster to train — and found a 50 kb bug that was quietly wrecking its interpretability.
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1 min read
Functional Genomic Representation Learning for Microbial Communities
A parameter-free way to turn a whole microbial community into one honest vector.
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1 min read
LLM for Incentive Design in Mobility Systems
Can an LLM design the incentives that make shared mobility actually work?
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1 min read
More steamers on the next cart · 敬請期待
More work is on the way — this slot exists so the room to grow is visible.
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1 min read
Publications
In preparation.
Skills
Languages
Python
C
C++
JavaScript
SQL
R
MATLAB
Java
Bash
LLM & Agentic AI
Prompt Engineering
Structured Prompting
RAG
LLM Workflow Design
Agent-Guided Code Generation
Output Validation
Hallucination Mitigation
ML & Data
PyTorch
scikit-learn
Gaussian Processes
Foundation-Model Fine-Tuning
Web
Node.js
Vue.js
HTML
CSS
Data Stores
MySQL
SQLite
HDF5
Tools
Git
Slurm / HPC
Blender
SolidWorks
Additional Experience
Teaching Assistant, General Physics
Shanghai Jiao Tong University ∙
May 2025
Teaching Assistant, English Academic Writing
Shanghai Jiao Tong University ∙
March 2025
Honorable Mention, MCM/ICM
COMAP Mathematical Contest in Modeling ∙
January 2025
Languages
English
Professional
Mandarin
Native
Cantonese
Native