Turning News & Data Into Investable Insight
Independent research. Data-heavy apps. 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
Capital Markets
Equity research, fixed income analysis, and investment decision support
Live Data Applications
Tools built on the same pipelines used in BryFin research — designed to get you from noise to signal in seconds.
Layer counts on the live map (beaches, venues, Blue Flag) — not incident totals.
12 venues · 6 districts
Mexico Conflict Map
Live interactive map tracking violence and conflict incidents across Mexico — sourced from 18 news outlets. Filter by type, state, intensity, and date. Heatmap, trend charts, incident list with search. Updated every 6 hours.
- 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
Best of five rounds: rank films by box office gross (highest first) — no inflation. Strong overall scores can join a Hall of Fame leaderboard. TMDB data; static game pool works offline, with optional Flask API for live rounds and submissions.
Toronto Incident Map
Interactive Toronto map for incidents, trends, and filters with live updates, map layers, and searchable incident summaries.
Movies Hub
Box office rankings, top and worst rated films, search, trivia, quotes, and reviews. Powered by TMDB and movies-api.
NuSync
News word cloud — see which terms dominate headlines over a time window you choose, broken out by news source. The same pipeline powers the live preview on the Data Terminal above; the NuSync site adds range controls and full-page views.
- Spot recurring themes and sudden spikes in language
- Compare sources side by side over 7–90 days
- Open the landing page for the full word cloud experience
Stock Dashboard
Market Mystery is a game: you only see the chart — guess when to buy, when to sell, and ride a hidden stock blind. When the ticker drops, did you beat buy-and-hold? How much could you have won? Charts, comps, sentiment, and the rest of the terminal are the serious side; this is the arcade.
Trash Panda
Arcade-style, Flash-era browser game starring a determined trash panda. Fast rounds, simple controls, score-chasing chaos.
Historical Animated Shorts
Animated shorts that walk through key historical events and figures, built to be watchable in a coffee break.
Music TV
We’re building timed fact pop-ups over music videos — trivia, credits, and Easter eggs that show up while you watch.
Independent Research & Methodology
Transparent methods, reproducible models, and narrative-light reports that are built to plug into your existing decision process.
How the Research Gets Built
- Source — ingest structured and unstructured data: regulatory filings, pricing, geospatial feeds, and curated news.
- Classify — normalize entities, tag events, and run NLP over news, transcripts, and commentary.
- Interpret — connect the data back to cash flows, capital allocation, and risk/reward for specific decisions.
Every engagement documents the data sources, key assumptions, and limitations so you can defend the work internally and reuse the models over time.
Request methodology overview →Sample Equity Research Report
DCF valuation, comparable company analysis, and investment thesis for a sample publicly traded company. Covers financial modeling methodology and key assumptions.
DCF & Scenario Analysis
Three-statement model with bull/base/bear scenarios. Sensitivity analysis on key revenue drivers and margin assumptions. Excel walkthrough included.
Sector & Market Overview
Macro-level sector analysis covering industry trends, competitive dynamics, regulatory environment, and key investment themes for the period.
From Conflict Data to Pricing Risk
Pairing geospatial conflict trends with issuer-specific exposure maps to reframe risk premiums, not just headlines.
Music TV
Loading facts from Wikipedia…
Facts from Wikipedia · rotates while the track plays
Report
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
Process Automation
Streamline financial and data processes with custom automation and workflow optimization.
- Excel / VBA Automation
- Data Pipeline Dev
- Report Automation
- API Integration
Get In Touch
Interested in working together? Let's start a conversation.
Let's Connect
Whether you need financial modeling, data analysis, or capital markets consulting, I'm here to help.