Machine Learning Researcher &
Software Developer

Hi! I'm Alan Guo — a Computer Science student at UC Irvine with a passion for machine learning in bioinformatics and computer vision. Currently working as a ML Research Assistant at the Beckman Laser Institute and Undergraduate Researcher at UCI Health, assisting in developing automated image analysis pipelines. When I'm not training neural networks or building software, I love capturing life's moments through my lens. Let's create something innovative together!

Projects

PetrRun - Interactive Campus Game

React, TypeScript, Python, Three.js, Vite

View Project

Cell Segmentation Analysis System

Python, Cellpose, OpenCV, PyTorch, Computer Vision

View Project

Personal Portfolio Website

HTML, CSS, JavaScript, Particles.js

View Project

Skills

01

Languages

  • Python
  • JavaScript
  • TypeScript
  • SQL
  • HTML/CSS
  • C++
  • R
  • LaTeX
02

Technologies

  • PyTorch
  • React
  • NumPy/SciPy
  • Pandas
  • Computer Vision
  • Deep Learning
  • Git
03

Developer Tools

  • VS Code
  • PyCharm
  • Jupyter Notebook
  • GitHub
  • Vite
  • MLflow
  • ONNX

Experience

Machine Learning Research Assistant

Beckman Laser Institute

Aug. 2025 – Present

Undergraduate Researcher

UCI Health Gavin Herbert Eye Institute

Jul. 2025 – Present

ICS Lab Learning Assistant

Donald Bren School of Information & Computer Sciences

Sep. 2024 – Present

Shuttle Operator

ASUCI Anteater Express

Nov. 2024 – Present

Host/Server

Dynasty Restaurant

Oct. 2023 – Jun. 2024

Some of my favorite photos

UCI Middle Earth Dome of Stars@UCI

7:00 PM, 9/27/2024

Santa Fe Dam Recreational Area

7:00 PM, 13/8/2021

Middle Earth Shadowfax@UCI

4:11 PM, 3/1/2024

Aldrich Park@UCI

2:47 PM, 4/15/2024

Brandywine Bridge@UCI

7:54 PM, 4/18/2024

Interested in working with me? Or just want to chat?

Feel free to add me!