What I Learned Forecasting Pharmacy Sales and Why the Simplest Model Won
I spent a good chunk of this project convinced that more sophistication would win; more features, more models, more tuning. It didn't. The model that beat nine competitors, including XGBoost, LightGBM,... Read More...
Pharmacy Drug Sales Forecasting
Role: Lead (solo) | Duration: Spring 2026 | Focus: Time Series Forecasting, Feature Engineering, Pharmaceutical Demand Analytics
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Algorithmic Choice in Infinite Scroll Interfaces
Role: Group project with Buhari Ahmed and Juan Aladino [Policy and Advocacy Lead] | Duration: Spring 2026 | Focus: Sustainable Design, Ethics of Technology, Value-Sensitive Design
This group project examined ... Read More...
Content Creation for Immersive Digital Services
Role: Team member with Dora Yue Du and Lisa Thahn | Duration: 2026 | Focus: Video Narrative Design, AI-Generated Content, Immersive Media Production
This course produced two connected deliverables: a full video narrative treatme... Read More...
GIS Urban Analysis of Coimbra, Portugal
Role: Group project with Buhari Nasir Ahmad | Duration: Spring 2026 | Focus: Geographic Information Systems, Spatial Analysis, Cartographic Design, Multi-Criteria Decision Analysis
This project applied a full semester of GIS cou... Read More...
Tech Divide: Mapping Global AI Production, Adoption, and Policy Alignment
Role: Co-Lead (with Lisa Thanh Thanh Lam) | Duration: Fall 2025 | Focus: Data Science, AI Governance, Development Economics
This q... Read More...
Textile Circular Economy Challenge: Closing the Loop in Estonia's Reuse Ecosystem
Role: Team Member (AISS SPICE) | Duration: Fall 2025 - First Semester | Focus: Circular Economy, Systems Design, Sustainability
This systems-l... Read More...
AISS Spice SDGs Challenge: Peetri Pizza Winter Dining Initiative
Role: Team Member (AISS SPICE) | Duration: Fall 2025 - First semester| Focus: Sustainable Development, Service Design, Community Health
This project addressed ... Read More...
Data-Driven Organizations: Interactive Framework Visualizations
Role: Solo | Duration: Fall 2025 - First Semester | Focus: Business Intelligence, Organizational Analytics, Data Literacy
This project transformed acade... Read More...
HealthBridge: AI-Powered Healthcare Navigation for International Students
Role: Team Member (AISS CUBES) | Duration: Fall 2025 - First semester | Focus: Healthcare Accessibility, Service Design, AI Applications
This group project add... Read More...
Accessibility and AI: Bridging Technology and Inclusion
Role: Solo | Duration: Fall 2025 - First Semester | Focus: Digital Accessibility, Human-Computer Interaction, Inclusive Design
This presentation synthesizes g... Read More...