Hello!
I'm Hannah Ji, a mathematically-oriented Machine Learning and Data Science Enthusiast.
Get in touch hannah.ji@yale.edu
Background
I am a senior at Yale studying Applied Mathematics with a concentration in Machine Learning and Computer Science. My strong background in math has fostered a deep appreciation for the mathematical world behind machine learning, deep learning, and computer vision. As a researcher, I focus on ML and computer vision applications in the medical domain.
Currently, I am a researcher at the Yale Vision Lab and intern at Dropbox. Previously, I was a machine learning intern at Mayo Clinic on the AI/ML Innovation Team.
When I'm not in front of a computer screen, I'm probably playing the piano or cello, trying a new restaurant, or going on hikes my with dogs.
Coursework
CS
- Algorithms
- Data Structures and Programming Techniques
- Database Systems
- Intro to Computer Science
ML
- Machine Learning
- Deep Learning Theory and Applications
- Deep Learning on Graph Structured Data
- Computer Vision
- Natural Language Processing
- AI Foundational Models
Math
- Linear Algebra
- Multivariate Calculus
- Discrete Mathematics
- Differential Equations
- Probability Theory and Statistics
- Analysis I & II
Economics
- Microeconomic Theory
- Macroeconomic Theory
- General Equilibrium Theory
- Econometrics
- Political Economy of Development
Skills
Languages
- Python
- C/C++
- SQL
- R
- HTML
- CSS
ML & Computer Vision
- PyTorch
- TensorFlow
- OpenCV
- Reinforcement Learning
- Semantic Segmentation
- Object Detection and Tracking
- AI Foundational Models
- SciKit-Learn
- SciKit-Image
- NumPy
- Pandas
NLP
- NLTK
- SpaCy
- Gensim
- AI Foundational Models
tools
- Git & Github
- Azure DevOps
- Google Cloud Platform
- CPU/GPU/CUDA
- Hadoop Hive
- Databricks
- Snowflake
- Tableau
Experience
June 2023 - Present
Data Science Intern (Product Growth Team)
Jan 2023 - Present
Computer Vision Researcher
May 2022 - May 2023
Machine Learning - Data Science Intern
August - Dec 2022
Teaching Assistant for CS 483/583 - Deep Learning for Graph Structured Data
Oct 2021 - May 2022
Data Science Intern
Oct 2020 - Dec 2021
Research Assistant (Schell Center for International Human Rights)
June 2021 - August 2021
Herb Scarf Undergraduate Research Assistant
Sept 2020 - May 2021
Tobin Undergraduate Research Assistant
Publications
Featured Projects