Services
What I can build for you
Each service below solves a specific data problem. If you're not sure which one fits, tell me what you need and I'll work it out with you.
Web scraping
I build scrapers that collect information straight from websites — listings, prices, products, directories, or anything else visible in a browser — and turn it into structured, usable data.
Automated data collection
Rather than running a script by hand, collection jobs run automatically — hourly, daily, weekly, or whatever cadence fits your business — so your data stays current without manual effort.
Competitor monitoring
Keep an eye on publicly available competitor information — pricing, stock levels, product listings — collected automatically so you can spot changes without checking manually.
Lead & data extraction
I collect publicly available business data — directory listings, contact details, company information — into a usable list. I'm careful about what's appropriate to collect: publicly available business data is treated differently from personal data, and I'll talk through what's suitable for your use case before starting.
Data cleaning & transformation
Raw data straight off a website is rarely usable as-is. I clean, normalise and structure it — consistent fields, consistent formats — so it's ready to load into a spreadsheet, database or another system.
Data delivery
CSV, Excel, JSON, straight into a database, or via an API — data is delivered in whatever format fits how your business already works, on the schedule you need it.
Custom data pipelines
For more complex needs — combining data from several sources, ongoing monitoring, or feeding collected data into your own systems — I design a pipeline around what you're actually trying to achieve.
Not sure which of these fits your problem?
That's fine — most enquiries start as a rough description of a problem, not a service name.