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Jacob Quion

Hi, I'm Jacob!

Welcome to my homepage. I'm a high school senior and California native. I have a passion for all things statistics/data science and love sharing what I learn with others. Thank you for visiting!

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Portfolio.

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data points
analyzed.

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Silhouette (UC Irvine Biorobotics Laboratory)

Synthetic Data

Trajectory Generation

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Google Data Analytics Capstone Project

Google Sheets

Time Analysis

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2025 FIRST Competition Robot: "Ghidorah"

Motion Profiles

Data Logging

Featured Project: Silhouette

This past summer, I had the privilege of working with Dr. Ibarra at UC Irvine's Biorobotics Laboratory. Our research was focused on Apple Watches, but get this: no human participants. We wanted to perfectly measure how inaccurate the step count was, and in the process developed a *robotic* method to test apple watches without human volunteers. Our project laid the groundwork for advancements in product testing, and we hope to publish our findings in IEEE during the Spring of 2026.

IBM

IBM Data Analytics Capstone Project

IBM Cognos Analytics

SQL

MuBotics

Scouting App: A New Way of Data Collection

2-Dimensional Barcodes

Apps Script

IBM
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Google
MuBotics

My Background.

I’m a high school senior based in Brea, California. My mother, who immigrated from the Philippines, is an accounts-receivable (AR) analyst. I gained a love for history from my Kuya (older brother in Tagalog), who majored in the subject. Together, my family has shaped my unique perspective on the world–one where data and storytelling intertwine.

Outside The Data.

Aside from tinkering with large language models (LLMs) and pushing my desktop PC to its limits, I'm super into learning about Filipino culture. I enjoy reading about Filipino Folklore and am a regular lifter at 24 Hour Fitness

Academics.

In the classroom, my favorite subject is math. The highest level course I’ve taken is AP Calculus BC (~Calculus 2) and I’m excited to explore higher level concepts such as linear algebra and multivariable calculus. In terms of stats, I have a 4.0 unweighted GPA, a 4.8 weighted GPA, a 1520 SAT, and “5s” on all 7 of my AP exams.

Experience.

Outside the classroom, I’ve deepened my passion for math with two-dimensional barcode scanners, programming robots, researching synthetic data, and getting certified in data analytics by IBM and Google. In Layman's terms, I'm a Philomath.

Contact.

Have a question, proposal, or just want to chat? Leave a message and I'll respond in less than 24 hours.

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