Experience

BAI Capital

• China
• Venture Capital and Private Equity Principals
• 1 - 100 Employee

• Analyst Internship

  • Jul 2023 - Present

  Analyzed tech related start-ups (e.g. robotics, LLMs, and generative AI), and participated in investing discussions/decisions by giving technical and market summaries. Analyzed tech related start-ups (e.g. robotics, LLMs, and generative AI), and participated in investing discussions/decisions by giving technical and market summaries.



UC Berkeley Electrical Engineering & Computer Sciences (EECS)

• United States
• Higher Education
• 300 - 400 Employee

• Course Staff - CS189/289 (Introduction to Machine Learning)

  • Jan 2023 - Present

  Graded homework and sent feedback to students every week; answered students' questions on a variety of course topics on daily basis. - Reader for Spring 2023 with Prof. Jonathan Shewchuk. - Incoming reader for Fall 2023 with Prof. Jennifer Listgarten and Prof. Jitendra Malik. Graded homework and sent feedback to students every week; answered students' questions on a variety of course topics on daily basis. - Reader for Spring 2023 with Prof. Jonathan Shewchuk. - Incoming reader for Fall 2023 with Prof. Jennifer Listgarten and Prof. Jitendra Malik.



Berkeley Artificial Intelligence Research

• United States
• Research
• 100 - 200 Employee

• Undergraduate Researcher

  • Aug 2022 - Present

  - Researching in AUTOlab led by Prof. Ken Goldberg; working on variety of topics involving robotics, reinforcement learning, and image processing. - Paper: Can Machines Garden? Systematically Comparing the AlphaGarden vs. Professional Horticulturalists (Nominated for Outstanding Paper Award in ICRA2023) - Researching in AUTOlab led by Prof. Ken Goldberg; working on variety of topics involving robotics, reinforcement learning, and image processing. - Paper: Can Machines Garden? Systematically Comparing the AlphaGarden vs. Professional Horticulturalists (Nominated for Outstanding Paper Award in ICRA2023)



American Honda Motor Company, Inc.

• United States
• Motor Vehicle Manufacturing
• 700 & Above Employee

• Undergrad Data Scientist

  • Jan 2023 - May 2023

  • Cleaned and analyzed telematic and summary data collected from Honda users using libraries such as Pandas and Numpy, and brainstormed potential way of presenting the data. • Designed an user friendly interactive dashboard that helps users to understand and visualize telematics data (time series data) collected from Honda using libraries such as streamlit and pydeck. • Integrated APIs such as Google Map to support real-time comparison, giving users the ability to easily visualize past trip with current timestamp. Show less



Rapid Reviews\Infectious Diseases

• United States
• Book and Periodical Publishing
• 1 - 100 Employee

• Data Science Coordinator

  • Feb 2022 - Feb 2023

  • Liaised with AI2 (Allen Institute for AI) to improve and embed RNN-based NLP algorithms into the model. • Built 3 models and algorithms using Object-Oriented Programming and concurrent features to seamlessly automate the peer reviewer searching process pertaining to COVID-19-related pre-prints. • Developed the ‘Nearest Neighbor algorithm’ to automatically search for nearest neighbor reviewers based on their publication history on PubMed and the ‘Conflict of Interest free model’ to sieve out conflict reviewers, outperformed human searching speed by 30 times. • Employed MongoDB to store & manipulate information scraped or requested from websites containing the latest background information of 50000+ potential reviewers, achieving over 98 % of information accuracy. Show less



University of California, Berkeley

• United States
• Higher Education
• 700 & Above Employee

• Undergraduate Research Assistant

  • Jan 2022 - Jun 2022

  1) Developed database that compiles preprint demographics and peer reviewer demographics. 2) Built algorithms that categorize peer review demographics. 1) Developed database that compiles preprint demographics and peer reviewer demographics. 2) Built algorithms that categorize peer review demographics.



University of California, Berkeley

• United States
• Higher Education
• 700 & Above Employee

• Academic Intern(CS 61BL)

  • Jun 2021 - Aug 2021