Work With Me
Custom data systems for businesses that can't afford to be surprised by markets.
Most businesses feel market volatility after it hits. They see the invoice, the margin squeeze, the procurement crisis, and then react. I build systems that put the numbers in front of you early, with honest uncertainty attached.
EdgePulse is a live example of what I build: an automated data pipeline, a forecasting model that is scored in public against simple baselines, and a clean interface, running daily without manual work across 7 commodity markets. If your business is exposed to commodity prices, currency swings, or supply chain inputs, we should talk.
Who I Work With
Import & Export Operators
Your margins move with Brent, the dollar and grain futures. See a realistic range for next month before you lock in a contract.
Supply Chain Teams
Energy and food input costs swing hard. A pipeline that tracks them and sizes the risk gives your procurement team better budgets.
Trading & Investment Desks
Signal-based dashboards tailored to the assets you trade — with transparent methodology and daily updates.
Risk & Strategy Teams
Market data pipelines that feed directly into your existing models, reports, or internal tools.
What I Build
Every engagement is scoped to your specific data, assets, and infrastructure. The below reflects typical starting points.
Market Intelligence Report
A focused, one-time analysis of the assets most relevant to your business — with current trends, one-month price ranges, and plain-language commentary on what the data does and does not tell you.
- 3–7 assets tracked
- Trend and price-range output
- Methodology explained
- PDF or web delivery
- Delivered within 5 days
Custom Intelligence Dashboard
A fully deployed, live dashboard tracking the assets and signals that matter to your operation — like EdgePulse, but built around your business specifically.
- Custom asset selection
- Automated daily data collection
- Forecasts scored against baselines
- Clean public or private web interface
- Fully automated — no manual updates
- Hosted and maintained
Data Pipeline & Automation
A reliable, automated data collection and processing system built around your specific sources — APIs, web scraping, or internal data — with scheduled runs and clean output.
- API integration or web scraping
- Scheduled automation
- Structured JSON / CSV output
- Error handling and logging
- GitHub Actions or server deployment
How It Works
You describe the problem
Tell me which markets affect your business, what decisions you're trying to make better, and what you currently use to track them — or don't.
I scope the solution
Within 48 hours I'll come back with a clear scope, timeline, and fixed price. No hourly billing, no scope creep, no surprises.
We build and deploy
I handle everything — data sources, pipeline, model, interface. You get a working system, not a prototype that needs your IT team to finish it.
It runs itself
Every system I build is fully automated. Data collects, forecasts update and get scored on a schedule, without anyone touching it.
Start a Conversation
Describe what you're trying to solve. I'll respond within 48 hours with either a scoped proposal or a question if I need more context.