Projects
Things I've built
Data visualizations, ventures, competition wins, and the AI agent on this site's home page.
Featured analytics
Strategy paper + interactive dashboard · independent analysis using public data
Where should a value-based oncology program launch next?
Independent analysis using public data. A market-entry strategy that scores all 50 states and DC on cancer volume, Medicare Advantage share, growth, cost intensity, cancer burden, and oncology network supply, tests how sensitive the ranking is to the weights, and recommends a phased Florida → Texas → New York launch with KPIs and risks.
Interactive dashboard · Python · public CMS data
Medicare Part B oncology drug spending, 2020–2024
Personal project using public CMS data. I analyzed 2020–2024 Medicare Part B oncology drug spending ($21.5B in 2024) in Python/pandas to find where cost growth is concentrated (top 10 drugs = 68%), split growth into price and volume, and size biosimilar opportunities. It's written for a specialty benefit manager.
Interactive model · Excel · illustrative inputs
Operations efficiency role: ROI model
Personal project: an ROI and opportunity-sizing model for a cross-team operations efficiency analyst role, built from my own business-case framework. It has live scenarios (low/base/high), payback, and a sensitivity grid. All inputs are illustrative.
Data Visualization
Full Tableau Public profile ↗
Ventures & wins
This site's AI agent
I built the "Ask" agent on the home page. It answers questions about me using only a facts file drawn from my resume, and it says so when it doesn't know.
1st Place — CreatorCon Hackathon 2025
HackZone category at Knowledge 2025: an interactive AI-driven workflow for restaurant ordering and operations.See proof ↗
1st Place, $10,000 — Stella Zhang New Venture Competition
Social Enterprise Track with PZNANOPORE, turning nanotechnology research into a B2B business and financial model.See proof ↗
Founder — Afghan Economic Development Association
California nonprofit (Aug 2022 – present) leading a team of 3–5 toward a $12,000 goal to establish a school in Kabul; $2,500 raised across 3 pitch competitions.See proof ↗
Founder & CEO — Ferdawsi
Resale sports goods e-commerce brand (Shopify, TikTok Shop) with 200 product sales in its first 3 months.