I'm Adam

I do data work for SMEs that need the job done, not a six-month transformation programme. That means forecasting, reporting, and the small Python tools that quietly remove hours from someone's week. Fixed scope, fixed price, working software at the end.

I also run my own products — FeedRadar and TextFixer — live and in the hands of real users. Running them end to end (build, ship, onboard, support, fix) means I've seen the whole workflow. I won't recommend or build something I wouldn't run myself.

Based in Leeds. CS and AI background. Direct, pragmatic, allergic to slide decks.

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Stack

What I work with

The tools I reach for on most projects. Picked because they work, not because they're trendy.

Core language

Python

Pandas, NumPy, scikit-learn, the usual suspects. Plus FastAPI and small CLI tools when something needs shipping.

Machine learning

scikit-learn · XGBoost · PyTorch

Classical ML for most problems. Deep learning when the data justifies it.

Data

SQL · PostgreSQL

Visualisation

Matplotlib · Plotly

Tooling

Git · Docker · Linux · VS Code

Standard discipline. Nothing exotic, everything reproducible.

Want to work together?

Send a short note about what you're trying to figure out. I'll reply within a working day.

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