Data Science @ University of Michigan

Hi, I'm a student from Portland, Oregon currently attending the University of Michigan with a strong interest in building interactive systems that simulate society and human behavior! Passionate about exploring the intersection of sociology and technology.

Feel free to connect me in one of my socials below or send me an email :)

GitHub
eu-dashboard.stellux.org

EU Intra-Migration Dashboard

Interactive visualization • Real-time data • Policy insights

Open Full

My Projects!

Completed/In Development
EU Intra-Migration Dashboard

EU Intra-Migration Dashboard

Interactive visualization of European migration flows (2004-2023) with time-series animation, country drill-downs, and rankings. Built with React, TypeScript, and deck.gl to explore demographic and economic shifts.

ReactDeck.glMapLibreTypeScriptPythonPandas
ViewGitHubSource
In Development
Circadian

Circadian

iOS sleep tracking app with gamified features like streaks and leaderboards. Combines Swift frontend with Go backend, integrating Apple HealthKit and Calendar APIs for AI-assisted sleep schedule suggestions.

SwiftGoPostgreSQLDockerHealthKit
Completed
Distributed Search Engine

Distributed Search Engine

Scalable search engine using Hadoop-style MapReduce with Manager-Worker system. 7-stage pipeline with tf-idf weighting, PageRank integration, and RESTful API for parallel shard queries.

PythonHadoopFlaskMapReduceREST API
Completed
Social Media App

Social Media App

Full-stack social media app with Flask backend and React frontend. Implemented authentication, CRUD operations, infinite scroll, real-time likes, and commenting features.

FlaskReactSQLiteREST API
Completed
Dishes to Data

Dishes to Data

Statistical analysis of 80,000+ Food.com recipes examining how nutritional content affects ratings. Implemented ETL pipeline and missingness analysis.

Pythonpandasscikit-learnData AnalysisML
GitHubSource

Experience & Education

University of Michigan

Bachelor of Science in Data Science

Minor in Mathematics & Spanish

Expected May 2027•GPA: 3.76 / 4.00•Ann Arbor, MI

Relevant Coursework

Computer Science
  • •Data Structures & Algorithms
  • •Web Systems
  • •Mobile App Design & Development
  • •Computer Organization
  • •Computer Vision
  • •Computer Security
Data Science & ML
  • •Machine Learning
  • •Practical Data Science
  • •Probabilities & Statistics
Mathematics
  • •Multivariable Calculus
  • •Differential Equations
  • •Linear Algebra

Lead Developer

Michigan EcoData

Aug 2024 - Present
Ann Arbor, MI
  • ▸Co-led 8-person team collaborating with Office of Campus Sustainability, Radial Power, and Students for Clean Energy on education modules for multi-phase solar rollout
  • ▸Developed and deployed website using Next.js and React with plans to integrate Supabase DB for authentication and data collection
  • ▸Coordinated technical workshops and compiled tutorial documentation to onboard 15+ new contributors to organization

iOS Developer

Circadian (Capstone Project)

Aug 2025 - Present
Ann Arbor, MI
  • ▸Led development of iOS sleep tracking app in 6-member Agile team, combining Swift frontend and Docker Compose-managed Go backend
  • ▸Implemented account management, authentication, onboarding flow, and friend-network neighborhoods with gamified features
  • ▸Integrated Apple HealthKit and Google/Apple Calendar APIs to collect sleep data and generate AI-assisted sleep schedule suggestions via LLMs

Technical Skills

Languages

PythonJavaScriptTypeScriptSQLC++C#CGoSwift

Frameworks & Tools

ReactNext.jsNode.jsFlaskDockerGitPrismaAWS

Data Science

pandasNumPyscikit-learnPyTorchPlotlymatplotlib

Under Construction

Map of the World Coming Soon!🗺️

An interactive visualization is in the works. Stay tuned!