Close

I'm Dennis Chen

Machine Learning Engineer

me
Greater LA Area, California

Dennis Chen

I am currently a machine learning engineer for General Atomics working in the autonomous drone space with experiences in both full stack development and AI/data driven projects. On a typical day, you'll find me coding, learning about new technologies, or playing chess.

Hobbies: speed chess, reading, and learning Japanese.

Skills

Experiences

General Atomics Aeronautical Systems

Software Engineer - Autonomy and AI Group

  • Optimized and benchmarked machine learning algorithms for FMV.
  • Developed solutions for automatic data labeling and tooling.
  • Implemented features for a React based drone controller interface.

Dayta.AI

Software Engineer Intern

  • Built computer vision software that tracks people movement and generates path trajectories using Tensorflow, Python, and C++.
  • Developed a full stack web application that analyzes online interview videos using Python, Flask, React, and Redux.

Epoxsea

Software Engineer

  • Designed overall software architecture for an underwater robot(ROV) that won the 2017 MATE robotics competition.
  • Wrote movement, motor controller, and automatic stability modules using C/C++ and Robot Operating System (ROS).

Education

Hong Kong University of Science and Technology

Sept 2015 - May 2019

Bachelor of Engineering in Computer Science

Minor in Robotics

National Taiwan University

August 2017 - February 2018

Exchange Program in Computer Science

Graduate courses taken: Applied Deep Learning, Algorithms, and Robotics

Chino Hills High School

May 2015

High School Diploma

Involved in: school swimming team and Key Club.

Projects

Trippik (2019)

Designed and wrote a full stack application in Django and React. Trippik is an application that allows you to organize itineraries for places you want to visit. You can create a trip anonymously but you must login to add a new place and to save your trips.

Demo Code

Drawing GANs (2018)

Applied Generative Adversarial Networks to doodles and anime faces . Generates them conditionally based on given labels or attributes. Wrote models in both Pytorch and Tensorflow focusing on modular structure with logging and experiment parameter tuning using configuration files.

Doodles Anime Faces

Security Robot (2018)

Designed and wrote software for a security robot to emulate functions a human guard would perform such as patrolling a set location, detecting other humans, and a security verification. Utilized ROS, the Pioneer P3-DX, Hokuyo Laser Scanner, and my laptop.

Video Demo

(warning: volume)

 Technical Report Code

Underwater ROV (2017)

Built software for an underwater remote operated vehicle designed to take samples and do maintenance work in shipping ports. Our team won the 2017 MATE ROV championship and made history by being the first team in Asia to have ever done so.

Video Introduction News Coverage

Get in Touch