

| 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 forecast model. 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.
We had a tight launch window. The work on data cleaning was ready for our team to review on schedule.
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 forecast model and the patient explanations made it easy.
Seller's reply
Thanks! Glad the team picked it up so quickly, that's always the best sign.
We had a tight launch window. The work on data cleaning was ready for our team to review on schedule.
The validation report matched our references closely, and the final files were organised well.
Seller's reply
Thank you — your brief was clear, which made the whole thing easier. Message me any time.
The delivery included forecast model and met our small team's needs. Clear updates and a useful handover.
Seller's reply
Thanks, it was a pleasure. Still around if anything comes up.
