# Marvin Mui

> ML Software Engineer

Location: New York City Metropolitan Area, United States
Profile: https://flows.cv/marvinmui

I am pursuing a masters in Computer Science at University of Illinois at Urbana-Champaign while specializing in big data analytics and machine learning. I designed and scripted machine learning algorithms for autonomous data migrations between large scale systems at a fintech startup, Zengines. It was there I gained a lot of experience with databases, sentence transformer models and the product development pipeline. In 2021, I earned my BS in Computer Engineering with a Minor in Mathematics, focusing on computer security, and AI topics like NLP and computer vision. In addition, I was involved in a research group where we tried to create a public access simulation engine for groups of drones. Ideally, it can one day be a tool for researchers to test emergent behaviors for large bodies of drones and fuel grass root interest in a very cool tech. I was born in Chicago and spent most of my life in Naperville, IL. I like to run, hike, and listen to audiobooks and podcasts.

## Work Experience
### Software Engineer @ Zengines
Jan 2022 – Jan 2023
• Tuned sophisticated algorithm utilizing word embedding, n-grams, tf-idf, and schema metadata when analyzing
schema data features to achieve a 80% accuracy in matching related fields between new and existing infrastructure
• Accelerated and enhanced program for discovering and mapping similar reference code lists from CSV files (e.g.,
country or currency abbreviations) with near-perfect accuracy in seconds
• Collaborated with fellow engineers to build out pipeline infrastructure, API framework, and establish a formal process
for researching, testing and deploying AI models

### Research Assistant @ Purdue University College of Engineering
Jan 2020 – Jan 2022 | West Lafayette, Indiana, United States
•	Updated JS prototype for Earopener, a political tool to identify and alert to alienating habits of speech in online chat rooms that stifle learning and communication between the political spectrum.
•	Designed regex expressions to recognize key words and loaded with AJAX
•	Analyzing experimental groups with separate domains of interactions: conservative to liberal, vice versa, and analyzed statistical results of human computer interfacing

### Teaching Assistant - Python for Data Science @ Purdue University College of Engineering
Jan 2020 – Jan 2021 | West Lafayette, Indiana, United States
ECE 20875: Python for Data Science & 					          August 2020 – Present
ECE 20007: Fundamentals in Electrical Engineering
•	Instruct students in fundamental topics in programming and circuitry of wide levels of experience 
•	Develop my own deeper understanding of object-oriented programming, statistics, basic machine learning, and circuitry wiring.

### Software Development Engineer Intern @ Amazon
Jan 2021 – Jan 2021 | Seattle, Washington, United States
• Developed a customer experience survey for third party sellers on Amazon’s seller website in order to gain insight into how we can improve experience for the user
• Extensively explored the details of AWS tools like DynamoDB, Lambda functions, EC2, SQS, S3, etc. to call APIs, package survey responses into XML schemas and make database requests to store responses
• Adopted valuable insights into thorough project design, development tools, and agile workflow in order to deploy efficiently and safely


## Education
### Master's degree in Computer Science
University of Illinois Urbana-Champaign
Jan 2023 – Jan 2025

### Bachelor's degree in Computer Engineering
Purdue University College of Engineering
Jan 2018 – Jan 2021


## Contact & Social
- LinkedIn: https://linkedin.com/in/marvin-mui

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Source: https://flows.cv/marvinmui
JSON Resume: https://flows.cv/marvinmui/resume.json
Last updated: 2026-03-20