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Personal Information
About me
I am a Computer Science and Data Science (emphasis on Linguistics) double major student at UC Berkeley. I am interested in Machine Learning, CS Education, and Game Development.
I am a 5-th time Teaching Assistant for CS 61B: Data Structures course for UC Berkeley - a 1500-student course, having created discussion worksheets, held sections and office hours, and offered one-on-one debugging help to students.
Projects and Experiences
The serious ones
- I was a Machine Learning Intern at ReachBest, a startup supported by the Berkeley startup accelerator SkyDeck. I developed an essay review assistant using machine learning.
- I worked on a few projects in the Data Science Discovery Team “Ancient World Computational Analysis” with Prof. Adam Anderson:
- I tried to fine-tune LLaMa Langugage Model on Cuneiform Languages.
- I created a Bidirectional LSTM to perform named entity recognition (NER) on citation entries.
- I worked as an open-source software and data engineer with the Cuneiform Digital Library Initiative (CDLI) in the Google Summer of Code (GSoC) program.
The not-so-serious ones
- I created a Unity game that simulates the journey of a sperm, with multiplayer. Play here
- I created another Unity game about ship wars. Play here
- I created Minecraft and Terraria crossover mods that brings in contents from Chaos Rings III, a niche and old Japanese RPG game. I also created a Terraria mod that adapts sound effects from a Chinese card game called “War of Three Kingdoms (三国杀)”.
- I created a small Witcher 3 crossover mod for the game Binding of Isaac.
- I created two Undertale simulators: a Sans Fight Simulator, as well as a Colored Tiles Puzzle Simulator.
- I hacked with game assets: I once made a Terraria background music pack that brings in a mixture of other games (Galaxy On Fire 2, Chaos Rings III, etc.). I also hacked images for Plants VS Zombies to make it “Math VS Zombies”.
Publications
- L. Chen, “A Multimodal Biometric Recognition System based on Finger Snapping and Information Fusion,” 2020 5th International Conference on Information Science, Computer Technology and Transportation (ISCTT), Shenyang, China, 2020, pp. 84-100 [DOI]
Contact
circlecly@berkeley.edu