Experience

Holos, Inc.

• United States
• Software Development
• 1 - 100 Employee

• Scrum Master & Backend Developer

  • Sep 2023 - Present

  Develop a VR software using Unity and Open API that can generate customized learning plans based on the user's individual needs (topic, time, learning content). Generate templates based on user descriptions and pass them to the OpenAI API to generate learning plans that can be further adjusted. Implement the function of recommending related topics according to the subjects selected by the user or according to the lessons the user has already learned. Coordinate communication among group members and arrange group meetings with mentors. Show less



Minerva Game Studio

• Computer Games
• 1 - 100 Employee

• Map Designer

  • Jan 2023 - Present

  Conceptualize game bosses in Unity engine using C#. Participate in the design of game mechanics, maps, skills, bosses, stories, etc. Design rooms for levels, including combat rooms and corridors. Conceptualize game bosses in Unity engine using C#. Participate in the design of game mechanics, maps, skills, bosses, stories, etc. Design rooms for levels, including combat rooms and corridors.



Wisconsin Institute for Discovery

• United States
• Research
• 1 - 100 Employee

• Research Assistant

  • Jun 2022 - Present

  Convert the phylogenetic tree to BHV space and use unsupervised learning algorithms (K-means clustering, Gaussian mixture model, spectral clustering, Hierarchical Clustering) to find patterns in unlabeled trees. Examine the model’s performance on trees with various taxon numbers and structures, and visualize the testing results in heatmap, scatter plot, confusion matrix. Examine the model’s performance between trees with progressively increasing nearest neighbor interchange (NNI) Develop a Julia package and a web app for the above program. Present the program and results during lab meetings and showcase in the Undergraduate Symposium Poster Session Peer review for unpublished articles within the lab and from the Intelligent Systems for Molecular Biology (ISMB) Read and present papers related to lab’s research projects during the regularly held Journal Club meeting. Show less



UW-Madison Department of Computer Science

• Research Assistant

  • May 2023 - Aug 2023

  Attempt to replace the feature extraction method in Visual Question Answering (VQA) with RegionCLIP to improve the accuracy of the model. Apply RegionCLIP to Video Question Answering after proving its ability to improve the performance of VQA Attempt to replace the feature extraction method in Visual Question Answering (VQA) with RegionCLIP to improve the accuracy of the model. Apply RegionCLIP to Video Question Answering after proving its ability to improve the performance of VQA



UW-Madison Department of Materials Science and Engineering

• United States
• Higher Education

• Undergraduate Research Assistant

  • Sep 2022 - May 2023

  Evaluate different feature selections performance on a halide perovskite materials dataset with MAST-ML package. Utilize multiple metrics and approaches (feature importance, forward selection, SHAP feature selection) to select features and compare trained models performance with k-fold cross validation and parity plots. Develop new feature selection methods and comparing their performance with existing methods on multiple datasets. Evaluate different feature selections performance on a halide perovskite materials dataset with MAST-ML package. Utilize multiple metrics and approaches (feature importance, forward selection, SHAP feature selection) to select features and compare trained models performance with k-fold cross validation and parity plots. Develop new feature selection methods and comparing their performance with existing methods on multiple datasets.



UW-Madison Department of Statistics

• United States
• Higher Education
• 1 - 100 Employee

• Peer Mentor

  • Sep 2022 - Dec 2022

  Assist students with their homework, discussion assignments, term projects, midterms, and finals Assist students with their homework, discussion assignments, term projects, midterms, and finals