Jeremy Ume

Richmond, TX · umejeremy17@gmail.com · GitHub · LinkedIn

I'm a high school engineer focused on thermal systems, optical measurement, and machine learning. Inspired by my father’s work in optical metrology, I’m developing modern tools to simulate and visualize warpage, teach others through workshops, and build reliable technology from home.


Projects

ThermoLens

Aug 2025 – Dec 2025

A Python + Raspberry Pi–powered chamber that logs thermal sensor data, visualizes heat response, and simulates material warpage. Used for building real-world testing aligned with Akrometrix systems.
View on GitHub

WarpBox AI

Jan 2026 – June 2026

An AI-assisted thermal vision system that uses OpenCV and scikit-learn to predict deformation patterns in test materials under heat. Trained with custom datasets and visual overlays.
View on GitHub

Engineering Saturdays

Fall 2025 – Present

Founder of a community-led STEM education program teaching engineering to younger students through hands-on workshops. Built kits for thermal testing, Arduino sensors, and Moiré pattern visualization.


Education

Gene Tomas High School

STEM & Engineering Pathway

GPA: 4.0 (Weighted) · ACT: 30 (Targeting 33) · Class of 2027

Courses: Engineering Science, Intro to CAD, AP Computer Science A, AP Physics 1, Dual Credit Pre-Calculus, Engineering Science, AP Macroeconomics, AP Gov, AP US History


Skills

Languages/Tools
Technical Strengths
  • Thermal data logging using Raspberry Pi + IR Sensor
  • Machine learning (scikit-learn, OpenCV, model evaluation)
  • Sensor integration (Arduino + Raspberry Pi)
  • Engineering workshop teaching and curriculum design
  • Project documentation, Git version control

Interests

Outside engineering, I’m on the Varsity basketball team, lead campus robotics initiatives, and write about case studies like Samsung Galaxy failures or Boeing warpage challenges. I enjoy teaching through Engineering Saturdays and watching sci-fi media involving robotic systems.


Awards & Achievements

  • Fusion 360 Certified (2025)
  • CS50 Harvard Final Project Completed (Python, 2025)
  • AP Scholar (Expected 2026)
  • GitHub Pages Portfolio Completed – 🌐 jeremyume.github.io