

| 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


Really pleased with the data cleaning. We could put the delivery to use without another meeting.
We had a tight launch window. The work on data cleaning was ready for our team to review on schedule.
Seller's reply
Thank you — your brief was clear, which made the whole thing easier. Message me any time.
We had a tight launch window. The work on forecast model was ready for our team to review on schedule.
Our brief was understood from the first draft. The validation report made the whole project worthwhile.
Seller's reply
Appreciate it. Happy to help with the next stage whenever you're ready.
Really pleased with the validation report. We could put the delivery to use without another meeting.
Our team is happy with the data cleaning. The explanation at handover was especially helpful.
