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.
News analytics & sentiment — in development
Interactive map of conflict and violence incidents across Mexico from 17+ news sources.
Open appMap narrative shifts across names, sectors, and themes from news and sentiment.
- Scan sentiment heatmaps by ticker and theme
- Track how headlines and bias evolve over time
- Search full text across sources
More data tools — Toronto Map, Box Office Challenge, and Movies Hub.
- Toronto Map — venues, districts, trip planner (coming soon)
- Box Office Challenge & Movies Hub — live now
Mexico Conflict Map
Live interactive map tracking violence and conflict incidents across Mexico — sourced from 17+ 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
Toronto Incident Map
Interactive map with 12 music venues, 6 districts, trip planner. Sourced from CP24, CBC, CTV, and 7+ outlets. Filter by type, district, and intensity. Launching soon.
Box Office Challenge
Drag and drop 5 movies to rank them by box office gross — no inflation. Tests your pop culture knowledge across decades. Powered by TMDB data. Works offline with game pool.
Movies Hub
Box office rankings, top and worst rated films, search, trivia, quotes, and reviews. Powered by TMDB and movies-api.
NuSync
News analytics platform — stock sentiment heatmap, commodity charts, word cloud timeline, bias predictor, and full-text semantic search across news sources.
- Scan sentiment across tickers and themes
- Track how narratives shift over time
- Surface outlier language and bias signals
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.
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.