Sorn Chottananurak
Machine Learning Researcher / Data Scientist
Latest News
March 2025
I was accepted into the MSc program in Computer Science at ETH Zurich!
February 2025
I graduated from KAIST with Summa Cum Laude (First-Class Honors)
February 2025
I was selected for Outstanding Graduate (GPA) Award!
October 2024
I was selected for the College of Engineering (CoE) Leadership Award!
October 2024
I was selected for the College of Engineering (CoE) Leadership Award!
October 2024
I was on the Dean's List for the Spring Semester 2024 with a GPA of 4.16/4.30!
September 2024
My project won the Grand Prix (1st place) in the URP workshop!
July 2024
My URP project was selected for an oral presentation in the URP workshop!
June 2024
Our project, OceanSpace, was selected as one of the top 6 finalists in the Typhoon Hackathon 2024, Thailand!
January 2024
Our paper, AETTA, was accepted to CVPR 2024!
December 2023
I was selected to participate in the URP program!
September 2023
Our paper, SoTTA, was accepted to NeurIPS 2023!
June 2023
I joined Siam Commercial Bank (SCB) as a data scientist intern in credit risk team!
June 2022
I joined NMSL as an undergraduate researcher, working on HCI, Mobile Computing, and Machine Learning!
March 2021
I was on the Dean's List for the Fall Semester 2020 with a GPA of 4.27/4.30!
About Me
-
Sorn
Chottananurak
Hello There!
I am a fresh graduate from the Korea Advanced Institute of Science & Technology (KAIST) with double majors in Computer Science and Electrical Engineering. My research and professional interests span across machine learning, data science, domain adaptation, personalized AI, and topics beyond supervised learning (semi-supervised learning, self-supervised learning, and unsupervised learning).
As an active researcher, I am working on innovative projects related to state-of-the-art technology in machine learning and data science. Currently, I am exploring new opportunities that align with my passion and expertise.
Feel free to check out my Resume!
Experience
-
Work Experience
-
Undergraduate Researcher
Networking & Mobile Systems Lab (NMSL) 2022 - CurrentI have been deeply involved in end-to-end research across several fields, including Machine Learning, Mobile Systems, and Human-Computer Interaction. I have contributed to and played a significant role in advancing 7 research projects from ideation to paper-writing, three of which have led to publications in top-tier conferences.
Here are some of my research projects : AETTA, SoTTA, Attention -
Data Scientist Intern
Siam Commercial Bank (SCB) 2023I led the 'Risk-Based Pricing and Cut-off Optimization' project in the Credit Risk Team. I developed an optimization solution using CVXPY and reinforcement learning, along with a novel multiplier grading system. This approach was mathematically shown to maximize Risk-Adjusted Return on Capital (RAROC), enhancing pricing and decision-making processes.
-
Education
-
B.S. School of Computing
Double Major: Computer Science & Electrical EngineeringKorea Advanced Institute of Science & Technology (KAIST) 2020 - 2024Overall GPA: 4.13/4.30
Summa Cum Laude (First-Class Honors)
-
Overall GPA: 3.98/4.00
-
Pre-Secondary Education
Kasetsart University Laboratory School, Center for Educational Research and Development (KUS)2008 - 2017
Academic Projects
Publications
|
SoTTA: Robust Test-Time Adaptation on Noisy Data Streams Taesik Gong*, Yewon Kim*, Taeckyung Lee*, Sorn Chottananurak, Sung-Ju Lee. In Advances in Neural Information Processing Systems (NeurIPS), 2023 * Equal Contribution. Acceptance Rate: 26.1%. [Paper] [Website] [Code] [Video/Poster]
|
Awards
Summa Cum Laude
Fall, 2024Highest academic distinction for outstanding graduates, i.e., first-class honors.
Outstanding Graduate (GPA) Award
Fall, 2024Recognition of a graduate with one of the highest GPAs in the graduating class.
Finalist from Typhoon Hackathon, Thai Language AI for Inclusivity
Summer, 2024One of the top six projects among all participants.
Grand-Prix in Undergraduate Research Participation (URP) Program
Winter-Spring, 2024The best project (1st-place) among all presented URP projects.
College of Engineering Leadership Award
Spring, 2024Top-selected undergraduate students at KAIST for outstanding academic publications.
Dean's List Academic Excellent Award
Spring, 2024Top 2% College of Engineering, KAIST. GPA: 4.16/4.30
Oral Presentation in Undergraduate Research Participation (URP) Program
Winter-Spring, 2024Top-selected undergraduate students at KAIST to engage in active research activities.
Dean's List Academic Excellent Award
Fall, 2020Top 2% College of Engineering, KAIST. GPA: 4.27/4.30
National Scholarship Tier 1
Fall, 2020 - Spring, 2025Tuition fee and full amount of school support fees supported by Korea Government.
Contact me!
If you're into research, machine learning, or just want to chat about basketball, feel free to hit me up!