

| Feature | BasicFocused project | StandardComplete project | PremiumProject and handover |
|---|---|---|---|
| Evaluation dataset | |||
| Error analysis | — | ||
| Benchmark report | — | ||
| Follow-up session | — | — | |
| Extended handover notes | — | — | |
| Delivery time | 3 days | 7 days | 12 days |
| Revisions | 1 | 2 | 3 |
| Price | $120 | $240 | $480 |
@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.
4.9
69 reviews


The delivery included evaluation dataset and met our small team's needs. Clear updates and a useful handover.
Our team is happy with the benchmark report. The explanation at handover was especially helpful.
Seller's reply
Thanks! Glad the team picked it up so quickly, that's always the best sign.
The delivery included benchmark report and met our small team's needs. Clear updates and a useful handover.
Our brief was understood from the first draft. The evaluation dataset made the whole project worthwhile.
Seller's reply
Thank you — your brief was clear, which made the whole thing easier. Message me any time.
Our brief was understood from the first draft. The benchmark report made the whole project worthwhile.
Seller's reply
Thanks, it was a pleasure. Still around if anything comes up.
The error analysis matched our references closely, and the final files were organised well.
Seller's reply
Thanks! Glad the team picked it up so quickly, that's always the best sign.
