Hi, I'm Yutai Long.
A
Passionate, curious, and open-minded student seeking to change the world through innovation.
About
Currently a student at Carnegie Mellon University studying Computer Science
- Programming Languages: C, C++, C#, Python, Java, HTML/CSS, JavaScript, SQL, MATLAB
- Libraries: PyTorch, Tensorflow, Pandas, NumPy, SKLearn, OpenCV, OpenGL, GitHub
- Hobbies: Biking, Reading, Programming, Enjoying Classical Music, Badminton, Writing Science Fictions
- Foreign Languages: Chinese, Spanish, French
Experience
Research Assistant
- 1. Learn and apply the Segmentation Anything Model (SAM) to design a better image processing pipeline to generate better segmentation masks using the Python OpenCV library
- 2. Work on Algorithms for Music Analysis and Data Science (AMADS) using Python, creates algorithms to better analyze symbolic music and facilitates its machine learning applications
- Tools: Python
December 2024 - Ongoing | Carnegie Mellon University School of Computer Science
Research Intern
- Manage the large database of the CMIP5 archive
- Use advanced statistical modeling techniques to train machine learning models on the database
- Tools: Python
June 2020 - July 2023 | Lawrence Berkeley National Labs
Projects
Mod Developer
- Use Javascript to create game mods with over thousands of daily active players
- Implement cybersecurity measures to guard against hacks and cheats
- Tools: JavaScript
April 2020 - May 2024 | Houston, Texas, USA
Developer
- Work with 5 developers around the world to create a Discord Bot that reached top.gg Top 100 economy game bot
- Over 10000 unique players and available in over 4000 servers
- Tools: JavaScript, TypeScript
March 2022 - May 2024 | Houston, Texas, USA
Community
Energy Corridor Team
Bring music to residents in senior homes through volunteer performances.
Accomplishments
Let's Code Spring Branch
Teach kids how to code
Accomplishments
- Python
- Game Development
- Web Development
Code Ninjas
Teach kids how to code, but also get paid
Accomplishments
- JavaScript
- Lua
- C# (Unity)
Education
Relevant Courses at CMU
- ML/AI:
- 10701 - Introduction to Machine Learning
- 11485 - Introduction to Deep Learning
- Data Structure & Algorithms:
- 15122 - Principles of Imperative Computation
- 15150 - Principles of Functional Programming
- Systems and Graphics:
- 15213 - Introduction to Computer Systems
- 15362 - Computer Graphics
- Math for CS:
- 15151 - Mathematical Foundations for Computer Science
- 15251 - Great Ideas in Theoretical Computer Science
- Math for ML and Quant:
- 21242 - Matrix Theory
- 21268 - Multidimensional Calculus
- 21325 - Probability