Kevin Le
Computer Engineering @ UCI 2028
I am an aspiring software developer with a unique background working with hardware and software. My previous experiences have prepared to be a team player who communicates effectively and have the technical skills to tackle any challenges.
Work Experience
Algoverse AI Research
Research Fellow
As an AI Research Fellow at Algoverse, I built an end-to-end evaluation pipeline to benchmark large language model hallucination and verification performance across over 15,000 financial question-answer samples. I designed and conducted large-scale verification experiments using Gemini and open-source LLMs, generating structured performance metrics including 93.5% accuracy and a 6.5% hallucination rate to analyze reliability across numeric, temporal, and obligation-based claims. Through this research, I identified model failure patterns and contributed to improving evaluation methodology for real-world LLM reliability and benchmarking.
Nov 2025 - Present
MathWorks
Project Engineer Intern
During my MathWorks internship, I developed machine learning models for a MATLAB mobile fitness application that used IMU sensor data to classify movement and workout intensity. I collected and processed over 10,000 seconds of multi-sensor data across varied terrain to train and validate classification models, improving activity-segment accuracy by 45.7% and reducing elevation misclassification by 82.9%. I also contributed to building user-facing analytics modules within MATLAB App Designer to improve workout tracking and injury-prevention insights. Our project was selected as one of the top three finalists out of more than twenty intern teams, recognized by MathWorks engineers for technical execution and impact.
Jun-July 2025
Projects
Rock Paper Scissors
A game built using html, css, and javascript. The game consists of 3 rounds where the user best against the computer.
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Etch-A-Sketch
A game built using html, css, and javascript. The game allows users to paint on a canvas using various coloring options, including changing the canvas size.
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Solar Boat Regatta
Led a group of 15 engineers to design a solar powered boat from scratch for an annual competition. Taught members how to design electrical systems, built the frame, and CADing the entire drivetrain.
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E-bike
Converted a regular bike into an e-bike by designing the electrical system and connecting it through wiring and soldering.
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Chabot College Engineering Portfolio Site
Created an online portfoliio website to display engineering projects created by students. Implemented a submission form to steamline student submission for project display.
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