allison yih

i'm a full-stack data scientist passionate about driving growth and enhancing customer experiences through building and optimising analytics tools.

i enjoy continuous learning and challenging myself, whether it's reading about human behavior or training for my next ultramarathon swim.

i'm always eager to connect - feel free to reach out if you'd like to chat!!

Matcha Mate

AI matcha quality evaluator that uses image analysis and LLMs to provide actionable feedback to baristas on preparing better matcha lattes.

Tech Stack: Meta Segment Anything, Ultralytics YOLO, Python, React.js, Prompt Engineering

Automated Waste Inventory System to reduce unused products and costs, while optimizing baking operations.

Tech Stack: Python, Tensorflow, Google Email + Sheets API

Protein data visualization tool with online plot viewing + downloading functionalities. Actively used by scientific researchers since 2018.

Tech Stack: Java, Plotly.js

A recruitment flyer to encourage fellow university students to apply for UMich's newspaper staff, created during my time as Design Managing Editor.

Tech Stack: Adobe Illustrator + InDesign, D3.js

Infographic translating complex hospital statistics into simplified insights.

Tech Stack: Adobe Illustrator + InDesign

A machine Learning model simulating health intervention programs' effectiveness on neighbourhood disease vulnerability.

Tech Stack: Python, Tableau

A data-driven redesign of Blue Shield's competitive intelligence communications

Tech Stack: Python, SQL, Natural Language Processing, Qualtrics Survey

more details regarding my work experiences can be found on my resume