Hi, I'm Nathan.

Mechanical Engineer, Machine Learning Engineer, Frontend Developer

I build accessible, pixel-perfect digital experiences for the web and engineer smart systems for the real world. I love working at the intersection of design, code, and hardware.

Education

California State University, Long BeachMay 2024
Bachelor of Science in Mechanical Engineering
Relevant Courses: Thermodynamics, Fluid Mechanics, Machine Design, Control Systems
University of California, IrvineExpected Graduation: June 2025
Master of Engineering in Electrical Engineering & Computer Science
Concentrations: Machine Learning, Data Science
Relevant Courses: Machine Learning, DL Accelerator Design, Network Science, Artificial Intelligence

Professional Certificates

  • Supervised Machine Learning: Regression and Classification - Stanford University
  • Machine Learning with Python - IBM
  • Unsupervised Learning, Recommenders, Reinforcement Learning - Stanford University
  • Advanced Learning Algorithms - Stanford University
  • Machine Learning - Stanford University

Experience

Software EngineerSep 2024 – Present
Moo-ssasin Jerky, Orange County, CA
  • Developed a web application using Next.js, Tailwind CSS, and TypeScript to manage inventory and orders for a small business.
  • Implemented a RESTful API using Node.js and Express to handle backend operations and data storage.
  • Utilized SQL to store and retrieve inventory data, and implemented user authentication and authorization using JSON Web Tokens (JWT).
Machine Learning EngineerSep 2024 – Present
Gen3 Battery System Development, Brelle & Co, Huntington Beach, CA
  • Designed and deployed a machine learning system that generates MISRA-compliant embedded C code from FreeRTOS kernel data and user input, improving development speed by 35%.
  • Fine-tuned the CodeT5 model using PyTorch and Hugging Face, achieving a training loss of 0.82 and validation loss of 0.94, with datasets structured and versioned in AWS S3.
  • Integrated the ChatGPT API to enable natural language-to-code translation, reducing developer onboarding time by 40% and broadening accessibility to non-technical users.
Maintenance EngineerJan 2024 - May 2024
DigitalGlue, Tustin, CA
  • Integrated IoT-based monitoring systems for predictive maintenance, leading to a 50% reduction in unexpected failures.
  • Programmed and troubleshoot PLC systems to optimize production line processes and repaired automated systems' mechanical, electrical, and software-related issues, ensuring continuous production flow.
Engineering Peer AdvisorSep 2020 - Oct 2023
California State University - Long Beach, Long Beach, CA
  • Increased student retention by 15% by optimizing academic advising workflows and improving communication strategies.
  • Boosted administrative work output by 25% by streamlining data tracking and reporting systems using Microsoft Excel (50%), Word (30%), and PowerPoint (20%) for efficient documentation, scheduling, and presentations.
Junior Mechanical EngineerMar 2020 - Mar 2021
Cali Chem Inc dba Be Beauty, Garden Grove, CA
  • Collaborated with cross-functional teams, including engineers and production managers, to streamline manufacturing processes using Python/SQL and Solidworks, resulting in optimized workflows and a 20% increase in overall operational performance.
  • Applied technical expertise to troubleshoot and resolve technical issues, minimizing equipment downtime and enhancing production efficiency in the beauty supply manufacturing process.

Projects

Wildlife Disposable UAV, CSULBSep 2022 – May 2024
Mechanical Engineer
  • Leveraged advanced skills in Computer-Aided Design (CAD), Solidworks, and 3D printing to design and develop UAV components, including airfoils and fuselages, optimized for wildfire monitoring and maintenance.
  • Conducted extensive prototyping and performance testing to ensure the UAV met operational and environmental requirements, resulting in a 20% reduction in material costs while maintaining structural integrity.

Skills

Software
  • Python
  • C
  • Numpy
  • PyTorch
  • Tensorflow
  • Pandas
  • SQL
  • Microsoft Office (Word, Excel, PowerPoint)
  • Google Suite (Docs, Sheets, Slides)
Tools
  • CUDA
  • FreeRTOS
  • Docker
  • Linux UX
  • AWS
  • SciPy
  • scikit-learn
  • Github
  • Solidworks
  • Simulink
  • Supabase
  • Netlify
Hands-On
  • Soldering
  • 3-D printing
  • electrical wiring
  • woodworking
  • Arduino
  • Power tools
  • Machining
  • CAD

Contact

I'm always open to discussing new projects, creative ideas, or opportunities to be part of your vision. Feel free to reach out!

Say Hello! Email: nathanntrann@gmail.com