(Summer 2023, Fall 2023)Working 12 hours per week for grading weekly homework, debugging exams, and answering students' questions on online Ed forum. Holding 2-hour office hour weekly to help students to get a more thorough understanding of various linear algebra and circuit theory topics.

(Spring 2023, Fall 2022)Working 6 hours per week for grading weekly homework, debugging exams, and answering students' questions on online Ed forum.

Implementing and testing pipeline parallelism support, and enabling Onnxruntime plugin support for Gemini, a DNN accelerator under the guidance of Prof. Sophia Shao, and a graduate student Hasan Genc.

- (Prompt-attack Project) Implemented the defense algorithm for prompt injection attack on LLM model. - (AdvPrompt Project) Implementing and testing various textual adversarial attacking algorithms for red teaming attack under the guidance of Prof. David Wagner, and the graduate student Chawin Sitawarin

(Summer 2021 Semester)Worked 6 hours per week for a summer iteration of the CS 70: Discrete Mathematics & Probability Theory at UC Berkeley. Provided one-on-one assistance for students to get a more thorough understanding of HW questions and important discrete math & probability theory knowledge. Held weekly 1-hour Office Hours and 2-hour HW Party.

(Spring 2021 Semester)Worked as a tutorial section assistant. Provided one-on-one assistance for students enrolled in CS 61A: The Structure and Interpretation of Computer Program. Held two weekly 1-hour discussions to help students to have a more solid understanding of the basic structure of programming languages. Taught about recursion, linked list, tree, regex, LISP, macro, etc.

Preparing for 2020 UC Berkeley Global Startup Fair

Worked as a project manger of 2048 AI project for Spring 2021 semester:• Developed an AI playing 2048 game using Numpy and pygame libraries in python• Created 2048 AI starter codes for project team members and the public.• Applied MiniMax algorithm and various heuristics such as empty spaces, smoothness, monotonicity, etc.• Current AI’s winning rate (successfully creating 2048 tile) is close to 90%

(Spring 2021 Semester)Provided one-on-one assistance for 50+ students enrolled in Data 8: Foundations of Data Science with lab assignments and class projects as a lab assistant. Topics include fundamental data science knowledge, such as statistics testing, table operations, and bootstrapping.

- 2018 UC Berkeley Math Camp Summer- Participated as a role of both an Intern (Grader and Assistant for Beginner and Intermediate level participants) and a participant of Advanced Level Session.- In charge of grading of Intermediate 1 level Algebra course HW