Yelin Cheon

Currently pursuing the Computer Science BS/MS program at Stony Brook University, interesting research field is computer vision, especially unsupervised domain adaption semantic segmentation task for autonomous vehicles

• Obstacle detection and avoidance(Computer vision) - Research Project in Fall 2023

       - Image reconstruction, classification, contrastive learning, Metric learning,  etc

• Using Multi GPUs Training - Network Project(CSE310) in Fall 2023

       - Implementing Distributed Data Parallel 

• Using Sinusoid function as an activation function when Positional Encoding in Transformer - NLP project(CSE354) in Fall 2023

       - Exploring positional encoding in Transformers using sinusoid functions

• Full-Stack design - Web design Project(CSE316) in Spring 2023

       - Team project focused on full-stack development; responsible for back-end implementation

• Making Vending Machine - Mechanical Engineering Project(MEC101) in Spring 2021

       - Team project involving the creation of a vending machine; my role entailed programming the Arduino for controlling stepping motors, servo motors, conveyor belts, etc

• Design Fishing Rod- CAD Project(MEC203) in Fall 2021

       - Designed a fishing rod using Fusion 360

• Developing of Delivery Robot with Yonsei University in Spring 2023

       - Implemented the camera system in a delivery robot to detect food damage during transit and confirm receipt by customers

• Semantic segmentation task for autonomous vehicles [Spring 2024 ~ ]

        - Unsupervised Domain Adaptation with Segment Anything model, build a structure for UDA, Knowledge Distillation to lightweight model, etc.

• Win the 3rd prize in hackathon in Spring 2024

        - Implemented attendance check program and webpage, my role was implementing attendance check system based on computer vision: Object detection, handling video, Object tracking, People counting in and out, face recognition, etc.

• Implementing VQA in Spring 2024 - Machine Learning Project(CSE510)

        - My role was implementing Zero shot VQA with Segment Anything model

• Making a Chatbot - Full-stack project(CSE416) in Spring 2024

        - Team project involving the creation a KaKao talk chatbot for campus student; My role was backend development, server management, data analysis, and data processing. 

• TA (Teaching Assistance) of CSE101 in Fall 2022

       - Scoring the assignments and answering questions

• TA (Teaching Assistance) of CSE101 in Spring 2023

       - Served as a lab assistant and answered students' questions

• TA (Teaching Assistance) of CSE101 in Fall 2023

       - Served as a lab assistant and answered students' questions

• Tutor of CSE101 in Fall 2021

       - Taught fundamental structures of Python and and answered students' questions

• Tutor of CSE101 in Spring 2022

       - Taught fundamental structures of Python and and answered students' questions

• Vice President of SKCS (Computer science coding club) in Fall 2023

       - Provided solutions and support for club members' coding challenges

• The head of Robotics department of Coders (Coding education club) [Fall 2020 ~ Spring 2022]

      - Developed and taught a robotics coding curriculum for middle and high school students, utilizing Arduino

• Mentor of Global STEAM Education in Fall 2022

      - Taught game development using Scratch to middle school students

• Vice President of WiCS in Suny Korea (Computer science coding club for women) in Spring 2024

       - Build a club connection, hosting a movie night