Maps, Movies, and Tools Worth Exploring
Live data apps, curious experiments, and consulting when you need it — less pitch, more product.
Who I Am
I build tools that turn complex data into clear decisions.
All of my public tools are free, because access to good data shouldn't be paywalled.
Financial Modeling
Sophisticated models for forecasting, valuation, and strategic planning
Data Analytics
Raw data transformed into meaningful insights with advanced techniques
Live Data Applications
Tools built on the same live pipelines as the maps below — designed to get you from noise to signal in seconds.
Conflict incidents from about 20 news outlets, refreshed weekly.
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Facts from the incident map pipeline — headlines, districts, and city data.
Snapshot from the conflict map export and feed health.
Mexico Conflict Map
Interactive map tracking violence and conflict incidents across Mexico, sourced from about 20 news outlets. Filter by type, state, intensity, and date. Heatmap, trend charts, and a searchable incident list. Refreshed weekly.
- See incident intensity by state in < 3 seconds
- Filter by type to isolate specific risks
- Export incident lists to your own models
Box Office Challenge
Rank five films by worldwide box office gross, no inflation adjustment. Beat 50% and you can chase a spot on the Hall of Fame leaderboard.
Toronto Incident Map
Interactive Toronto map for incidents, trends, and filters with live updates, map layers, and searchable incident summaries.
Consulting Services
Advisory, research, and data infrastructure built around specific decisions and deliverables, not open-ended hours.
Financial Modeling
Custom financial models tailored to your business needs. From DCF valuations to operational forecasting.
- DCF & Valuation Models
- Budget & Forecast Models
- M&A Analysis
- Scenario Planning
Data Analysis
Transform your data into actionable insights with advanced analytics, visualization, and reporting.
- Data Visualization
- Statistical Analysis
- Dashboard Creation
- KPI Development
Capital Markets
Expert analysis for equity, fixed income, and derivative markets to support investment decisions.
- Equity Research
- Market Analysis
- Portfolio Optimization
- Risk Assessment
Get In Touch
Interested in working together? Let's start a conversation.
Let's Connect
Whether you need financial modeling or data analysis, I'm here to help.