Andrew Yin

Bachelor's

Data Science

Halıcıo glu Data Science Institute

Instructional Assistant

- Teach and review Java, unit testing, and IntelliJ to hundreds of students through meetings and assignments - Utilized version control and Github to update and create student content to gauge student understanding - Developed supplemental material to improve data structure - Projects - GPcapes - Python, Keras, NumPy, Pandas, BeautifulSoup - Built a DNN using Keras to predict average class GPAs based on course details - Webscraped and cleaned 10,000 - Hyperparameter tuned and iterated model for 90 - Python, Scanpy, Pandas, Scikit-learn, PyTorch, Matplotlib - Customized and optimized bioinformatics pipelines for analyzing single cell data using Pandas and Scanpy - Implemented a RandomForestRegressor to classify cell types and predict gene expression with an 82% accuracy - Developed a multilayer deep learning model using PyTorch for cell classification with a 92% accuracy - Lign 101 Quizzes - JavaScript, React, Node.js, Express, GPT API - Developed a quiz generator for a Linguistics class using React for the frontend and Node.js/Express for the backend - Integrated GPT API to create dynamic and contextually relevant quiz questions based on class material - Leveraged GPT's assistant - Minicards - JavaScript, HTML/CSS, MongoDB, Express, Node.js - Developed a full-stack flash card application with CRUD - Used Express and Node.js - Implemented JWT and Passport - Connected a MongoDB