About: Data scientist & product-minded builder with a background in international relations. I like untangling complex systems—air travel, learning platforms, health, inequality—and turning them into approachable tools.Looking toward: applied ML, product analytics/management, and eventually robotics / biodesign for lower-waste, more equitable futures.
01
Machine Learning & Data Systems
I turn messy data into decision tools that ship.
Skills in this lens
Regression & time-series modelingNLP (BERT, transformers, summarization)Python, SQL, Azure, dbt-style ETL thinkingPower BI & dynamic dashboard designStreaming / large-scale data cleaning (Misra-Gries, MinHash)API & web scraping pipelines
Projects & questions
Built aircraft valuation models and forecasts that support fleet and deal decisions.
Prototyping airline fare models that blend demand, fuel, and disruption signals.
Designing AI summarization flows so non-experts can act on dense research faster.
Linking policy interventions to outcomes in COVID dashboards for clearer decisions.
02
Product & Technical Strategy
I sit between data, UX, and business to unblock decisions.
Skills in this lens
Product discovery & opportunity mappingSQL-backed UX and funnel analysisDashboard & feature redesign for adoptionAutomation & ops (Make.com, scripting, internal tools)Cross-functional collaboration with dev, design, and opsSEO & content performance analytics
Projects & questions
Redesigned an ed-tech teacher dashboard to surface errors and cut busywork.
Automated reporting + social posting for an aviation firm to keep data fresh.
Turned survey + behavioral insights into strategy decks for media and policy teams.
Scoped internal tools that remove repetitive ops work and speed up delivery.
03
Systems, Policy & Social Impact
I use data to name structural gaps and design better systems.
Skills in this lens
Mixed-methods research (quant + qualitative)Survey design & analysis for elections and public opinionStakeholder mapping & advocacy strategyEquity-focused metrics and framingStorytelling with data for non-technical audiencesCommunity-oriented campaign design
Projects & questions
Led a period insecurity campaign in DC that helped spark policy conversations.
Worked on election-cycle research used by national outlets to frame key races.
Exploring models that connect aviation, conflict, and inequality in connectivity.
Early experiments on algorithms for fairer allocation of aid and resources.
04
Biodesign, Sustainability & Future Experiments
I prototype low-waste futures across food, health, and hardware.
Skills in this lens
Concept development & speculative designSustainability-first product thinkingResearch sprints & literature reviewsEarly-stage prototyping and validationConnecting nutrition, affordability, and health dataExperimental robotics / automation interests
Projects & questions
Gutsy Gal: building a probiotic soda + review platform around gut and menstrual health.
Exploring reusable / biodegradable pieces in everyday medical devices.
Mapping clothing and second-hand markets using data to surface true costs.
Scoping robotics-adjacent ideas that clean, sort, and reduce repetitive waste work.