About Me
I'm Ethan Hsu, I study Computer Science at Stanford University and dabble in Design and Classics too. I engage with the Robotics Club, Computational Policy Lab, Stanford AI Lab (SAIL), and the Stanford NLP Group.
Select Research & Projects
- Sept 2024. I'm happy to be leading my own project related to LLM agents for workflow automation under the mentorship of Chris Manning and Shikhar Murty.
- June 2024. I spent time under the mentorship of Cheryl Phelps at the Stanford Computational Policy lab and Big Local News, where I developed a self-supervised document ranking algorithm, implemented a full-stack recommendation application.
- Apr 2024. Proud to have worked with Ivan Ge and Hong Meng Yam on a Hybrid Neural Network-Monte Carlo Approach for Efficient PDE Solvers.
- Winter 2024. Speech2LaTex | A Deep Learning Model for Speech to LaTeX Translation. My First ever ML Project! Created a two-step NLP algorithm enhancing accuracy in translating mathematical speech to LaTeX utilizing GPT-3.5 turbo fine-tuned on a comprehensive dataset of audio-LaTeX pairs.
Course List
- CS 229 - Machine Learning
- CS 231N - Deep Learning for Computer Vision
- CS 224N - Natural Language Processing with Deep Learning
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2024-2025 Fall
- ECON 285: Market Design
- CS194 - Independent Research, Advisor: Chris Manning
- CS224V: Deep Learning for Conversational Virtual Assistance
- Physics 41: Mechanics
- Dance 133: History of The Waltz 2023-2024 Spring
- CHINLANG 3B - First-Year Modern Chinese for Bilingual Students, Third Quarter
- CLASSICS 21Q - Eight Great Archaeological Sites in Europe
- CS 224N - Natural Language Processing with Deep Learning
- CS 231N - Deep Learning for Computer Vision
- CS 278 - Social Computing
- DANCE 46 - Social Dance I 2023-2024 Winter
- CHINLANG 2B - First-Year Modern Chinese for Bilingual Students, Second Quarter
- CS 111 - Operating Systems Principles
- CS 229 - Machine Learning
- DESIGN 11 - Visual Thinking
- STATS 200 - Introduction to Statistical Inference 2023-2024 Fall
- CHINLANG 1B - First-Year Modern Chinese for Bilingual Students, First Quarter
- CLASSICS 156 - Design of Cities
- CS 107 - Computer Organization and Systems
- CS 109 - Introduction to Probability for Computer Scientists 2022-2023 Summer
- CS 161 - Design and Analysis of Algorithms 2022-2023 Spring
- COLLEGE 110 - The Spirit of Democracy
- CS 106B - Programming Abstractions
- MATH 115 - Functions of a Real Variable
- MS&E 111X - Introduction to Optimization (Accelerated)
- MS&E 232 - Introduction to Game Theory 2022-2023 Winter
- CLASSICS 181 - Classical Seminar: Origins of Political Thought
- ECON 1 - Principles of Economics
- ECON 102A - Introduction to Statistical Methods (Postcalculus) for Social Scientists
- MATH 52 - Integral Calculus of Several Variables
- PWR 1KR - Writing & Rhetoric 1: Trust, Rhetoric, and Writing 2022-2023 Autumn
- CLASSICS 12N - Income and Wealth Inequality from the Stone Age to the Present
- COLLEGE 101 - Why College? Your Education and the Good Life
- ENERGY 108 - Explore Energy
- MATH 51 - Linear Algebra, Multivariable Calculus, and Modern Applications
- MS&E 472 - Entrepreneurial Thought Leaders’ Seminar
Skills
Python
C/C++
Java
JavaScript
TypeScript
HTML/CSS
Swift
Assembly
Git
AWS
Azure/GCP
Containers/Docker
React.js
Node.js
Torch/TensorFlow
Hugging Face
Flask
Affiliations
Robotics Club
Engaging in projects like Drone Wildlife Management, RoboSub, GoKart, and Rover to innovate in robotics technology.
Computational Policy Lab
Exploring the intersection of technology and policy to develop data-driven solutions for societal challenges.
Stanford AI Lab (SAIL)
Collaborating on cutting-edge AI research projects under the guidance of leading experts in the field.
Stanford NLP Group
Participating in natural language processing research to advance language understanding technologies.
Taiwanese Cultural Society
Celebrating and promoting Taiwanese culture through various events and community engagements.