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Wholesale Retail Client’s Predictive Analytics Project
08/2025 - 12/2025
Analyzed store data using a Python data pipeline and item fixed-effects regression
on 12 months of transaction data.
Tools: Python · Regression Modeling · Data Wrangling · Pipeline Development · Business Communication
Credit Access & Personal Finance Behavior Analysis
10/2025 - 12/2025
Analyzed household-level financial data to evaluate how credit access influences personal
financial stability, debt burden, and savings behavior.
Tools: Python · Regression Modeling · Statistical Analysis · Data Cleaning · Financial Data
Blockchain Transaction Analysis: DAI Stablecoin Activity Trends
10/2025 - 12/2025
Analyzed six months of on-chain Ethereum transaction data to uncover volume trends,
usage spikes, and liquidity patterns in the DAI stablecoin ecosystem.
Tools: SQL · Dune Analytics · Ethereum ERC-20 Data · Time-Series Analysis · Data Visualization
Reimagining the Gies Sustainability Dashboard
2025 Sustainability Expertise Case Competition – Team NOVA
09/2025 - 01/2026
Led UX strategy and data visualization redesign for a sustainability intelligence dashboard,
transforming static SDG metrics into stakeholder-driven decision tools.
Tools: Python · Figma · Data Scraping · LLM Classification · UX Research · Dashboard Design
more projects coming soon |
more projects coming soon |
Illinois Statistics Datathon
TBD
Analyzed 1.8M finance ‘company S’ IVR call records to uncover why customers escalate to live agents and
build a predictive model that identifies high-failure call types for targeted system improvement.
Tools: Python · pandas · Logistic Regression · K-Means Clustering · Tableau
MapEdu Chicago - Mapping Education and Safety
Mapping the spatial relationship between Chicago Public Schools and police beat boundaries to
surface geographic disparities in educational and public safety resource distribution.
Tools: Python · GeoPandas · Folium · Streamlit · Altair · Geospatial Analysis
KBO Predictive Analytics
TBD
Tools: Python · R · Regression Modeling · Web Scraping · Data Cleaning
Building a real-time win probability model using game state features (score, inning, base runners,
outs), trained on historical play-by-play data.
MLB Pitcher Predictive Analytics
TBD
TBD
Tools: Python · R · Data Cleaning · Regression Modeling