

Practical machine learning, forecasting and AI evaluation
I help product teams decide whether a model is useful for their actual workflow. That might mean an evaluation set for a support assistant or a forecast with honest error bounds. You receive reproducible notebooks, documented assumptions and a results walkthrough, including the cases where the approach does not work well.



This was our first time outsourcing this work. The evaluation dataset and the patient explanations made it easy.
Service: I will evaluate your AI assistant against real support questions
Our team is happy with the benchmark report. The explanation at handover was especially helpful.
Service: I will evaluate your AI assistant against real support questions
Seller's reply
Thanks! Glad the team picked it up so quickly, that's always the best sign.
The validation report matched our references closely, and the final files were organised well.
Service: I will build a sales forecasting model from your historical data
Really pleased with the error analysis. We could put the delivery to use without another meeting.
Service: I will evaluate your AI assistant against real support questions
The delivery included evaluation dataset and met our small team's needs. Clear updates and a useful handover.
Service: I will evaluate your AI assistant against real support questions
Seller's reply
Appreciate it. Happy to help with the next stage whenever you're ready.
This was our first time outsourcing this work. The validation report and the patient explanations made it easy.
Service: I will build a sales forecasting model from your historical data