Carnegie Mellon University  ·  Computer Science

Hi, I'm Yutai Long.

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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 & Tools

PyTorch TensorFlow Pandas NumPy SKLearn OpenCV OpenGL GitHub

Hobbies

Biking Reading Programming Classical Music Badminton Writing Sci-Fi

Foreign Languages

Chinese Spanish French

Experience

Research at CMU SCS

Research Assistant
Dec 2024 – Ongoing
  • Apply the Segmentation Anything Model (SAM) to design a better image processing pipeline for generating segmentation masks using Python OpenCV
  • Work on Algorithms for Music Analysis and Data Science (AMADS) using Python, creating algorithms to analyze symbolic music and facilitate ML applications
Python OpenCV ML

Climate Research

Research Intern
Jun 2020 – Jul 2023
  • Managed the large database of the CMIP5 archive
  • Applied advanced statistical modeling and machine learning to climate datasets
Python ML Statistics

Projects

Starblast.io

Mod Developer
  • Used JavaScript to create game mods with thousands of daily active players
  • Implemented cybersecurity measures to guard against hacks and cheats

PizzaTown

Developer
  • Collaborated with 5 developers worldwide to create a Discord Bot reaching top.gg Top 100 economy game bots
  • Over 10,000 unique players across 4,000+ servers

Community

Energy Corridor Team

Energy Corridor Team

Bring music to residents in senior homes through volunteer performances.

Energy Corridor Team performance
Let's Code

Let's Code Spring Branch

Teach kids how to code.

Python Game Dev Web Dev
Code Ninjas

Code Ninjas

Teach kids how to code, but also get paid.

JavaScript Lua C# (Unity)

Education

Carnegie Mellon University

B.S. Computer Science

Relevant Coursework

ML / AI
  • 10-701 Introduction to Machine Learning
  • 11-485 Introduction to Deep Learning
Data Structures & Algorithms
  • 15-122 Principles of Imperative Computation
  • 15-150 Principles of Functional Programming
Systems & Graphics
  • 15-213 Introduction to Computer Systems
  • 15-362 Computer Graphics
Math for CS
  • 15-151 Mathematical Foundations for CS
  • 15-251 Great Ideas in Theoretical CS
Math for ML & Quant
  • 21-242 Matrix Theory
  • 21-268 Multidimensional Calculus
  • 21-325 Probability