

| Feature | BasicFocused project | StandardComplete project | PremiumProject and handover |
|---|---|---|---|
| Data cleaning | |||
| Forecast model | — | ||
| Validation report | — | ||
| Follow-up session | — | — | |
| Extended handover notes | — | — | |
| Delivery time | 3 days | 7 days | 12 days |
| Revisions | 1 | 2 | 3 |
| Price | $220 | $440 | $880 |
@samir_haddad
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.
5.0
43 reviews


The forecast model matched our references closely, and the final files were organised well.
This was our first time outsourcing this work. The validation report and the patient explanations made it easy.
Really pleased with the validation report. We could put the delivery to use without another meeting.
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.
Seller's reply
Thank you for the review, and for sharing your numbers afterwards — that's genuinely useful for me.
This was our first time outsourcing this work. The validation report and the patient explanations made it easy.
We had a tight launch window. The work on forecast model was ready for our team to review on schedule.
