Projects across data systems, measurement, and domain analysis.
Together they show how I approach reliability, incentives, and the gap between a clean model and real-world use.
Selected work
The strongest entry points into my work.
These are the clearest entry points into how I approach data systems, measurement, and transportation-linked analysis.
Work-inspired · GTM data · Attribution · Warehouse
Customer 360 and Revenue Attribution Warehouse
Unified CRM, product, billing, and support data into an account-level model that made GTM revenue reporting easier to trust and use.
A strong example of identity stitching, attribution logic, and cross-functional metric governance in a messy operating environment.
Work-inspired · dbt · Airflow · Reliability
Modern ELT Reliability Platform
Built an ELT foundation with testing, monitoring, lineage, and reusable patterns so analytics data held up under wider use.
Shows production-minded data engineering rather than one-off pipeline work.
Work-inspired · Experimentation · Funnel analysis · Product analytics
Funnel Deep-Dive and Experimentation Measurement System
Standardized event instrumentation and experiment readouts so product changes could be tied back to activation and onboarding outcomes.
Shows product analytics rigor, not just dashboarding.
Personal · Fairness · Transportation · ML
FlightPriceBias
Investigated airfare pricing and fairness risk through predictive modeling and algorithmic bias analysis.
Combines predictive modeling with transportation economics and real fairness trade-offs.
Research · Urban planning · GIS · Transportation
Transit Hub Access Study
Evaluated access, safety, and connectivity around transit hubs through GIS and urban planning analysis.
Connects spatial analysis to access, safety, and planning decisions in public systems.
Technical projects
Tools and analyses that extend the same core strengths.
External · Analytics · Data product · Education
craveforcapes
Explored UC San Diego CAPE data to surface patterns, trade-offs, and decision-support insights in a live tool.
Shows a bias toward turning analysis into something other people can actually use.
Personal · GTFS · Transit · Tooling
GTFS Explorer
Built a transit-planning workflow over GTFS feeds to make route and stop analysis more actionable.
Connects data tooling with long-standing work in public transportation systems.
Transportation and planning
Transportation and planning work that informs my systems perspective.
These projects sharpened how I think about throughput, incentives, public constraints, and the difference between technically possible solutions and the ones people can actually use.
Research · Economics · Planning · Policy
UCSD Long-Term Debt Load Analysis
Investigated long-term debt and planning trade-offs at UC San Diego through a business and policy lens.
Adds economics and institutional analysis to the broader systems perspective.
Research · Sustainability · Transportation · Writing
Greenhouse Gas Reduction Essay
Wrote a transportation-planning essay on how mode access and community design affect emissions outcomes.
Shows how policy and transportation questions inform the way I think about systems outcomes.
Smaller builds
Smaller projects with clear utility.
Lighter-weight builds that solve recurring problems cleanly and with minimal overhead.
Utility · Automation · iOS · Personal tooling
Automated Morning and Night Greets
Built a lightweight iOS shortcut workflow that turns a repetitive personal task into a practical automation.
A concise example of practical automation applied to a recurring task.
Archive
Archived work that still reflects judgment and range.
Not every worthwhile project becomes a flagship case study. This archive captures ideas that clarified feasibility, iteration, and trade-offs.
Archive · Archive · Reflection · Process
Archived and Shelved Work
An archive of projects that stalled, what they aimed to do, and what they still taught me.
Shows how I evaluate feasibility, iteration, and trade-offs, not just finished outcomes.