- Full Name: Yuan-Peng Yu
- Email: patrick.yp.yu@gmail.com
- Education: University of Southern California
- Nick Name: Patrick
- City: Los Angeles, CA
- Degree: M.S. in Computer Science (Artificial Intelligence track)
About
Here is something about me.
AI / ML / Software Engineer
Hi, this is Yuan-Peng. You can also call me Patrick. I am eager to make a contribution to the fields of computer vision and artificial intelligence. With a master's degree in Computer Science, specializing in the Artificial Intelligence track, I have expertise in software development, computer vision, natural language processing, and deep learning. My portfolio showcases some projects that I have worked on. If you feel that my qualifications align with your requirements, I invite you to contact me to discuss further. Thank you for your consideration.
skills
I have developed skills in several areas.
Programming Language
Python
C++
C#
Unity
HTML
CSS
JavaScript
TypeScript
Swift
MATLAB
LaTeX
Markdown
Machine Learning frameworks
PyTorch
Scikits-learn
Jupyter Notebook
Anaconda
Pandas
NumPy
Matplotlib
Seaborn
Web Scraping
Computer Vision
OpenCV
Image Classification
Human Pose Estimation
Visual Simultaneous Localization & Mapping
Multiple View Geometry
Perspective Rectification
Features Matching
Natural Language Processing
Prompt Engineering
Language Modeling
Transformer Model
Text Classification
Sentiment Analysis
Web & Mobile App
Express.js
Angular
Node.js
Bootstrap
REST API
SwiftUI
Flask
Google Cloud App Engine
Soft Skills
Problem Solving
Flexibility
Detailed-oriented
Work Ethic
Teamwork
Creative thinking
Resume
Summary
Patrick Yu
- Results-driven software engineer with skills in computer vision and artificial intelligence.
- Passionate about solving complex problems and adaptable to keep abreast of emerging technologies.
- Team player with effective communication and collaboration skills.
Education
Master of Science in Computer Science - Artificial Intelligence
University of Southern California
08/2019 - 12/2022
- Relevant courseworks:
- Machine Learning
- Applied Natural Language Processing
- Foundations of Artificial Intelligence
- Analysis of Algorithms
Bachelor of Science in Computer Engineering
Texas A&M University
08/2014 - 05/2017
- Overall GPA: 3.74/4.0
- Major GPA: 3.82/4.0
- Graduated with honor: Undergraduate Research Scholar
Experience
Software Engineer Intern
Easley Dunn Productions, Inc.
03/2023 - present
- Conducted research on human pose estimation and motion capture using Convolutional Neural Network and Vision Transformer models. Estimated positions of human joints from provided images and reconstructed a 3D human mesh by an SMPL-X model.
- Developed Unity games with artificial intelligence generated content and integrated ChatGPT into non-player characters in games to deliver an interactive experience for players.
Research Assistant
NetBot Laboratory, Texas A&M University
06/2016 - 01/2018
- Conducted research on visual simultaneous localization and mapping (SLAM) for autonomous robots to identify their positions in an previous-unknown enviroment using visual sensors.
- Investigated indoor performances of SLAM algorithms. Achieved feature detection and matching with SIFT & SURF and computed pose estimations to identify the movements of a robot.
- Published the research results in a thesis and presented them at a research symposium.
Portfolio
Here are parts of projects I had completed.
- All
- Computer Vision
- Natural Language Processing
- Unity
- Other
Identify images of different dog breeds.
A bullet-hell action game but not just dodging.
Enable Game NPCs to play specified roles.
Creates a photo with an ultra wide-angle view
Adjust the perspective of an image into a front-facing angle
Data Science Project