Specjalista Machine Learning

4 dni temu


Warszawa, Mazovia, Polska Praca Pełny etat
Zlecenie: Oprogramowanie do przewidywania zdarzeń w meczach piłkarskich (ML)

Opis projektu: Poszukujmy specjalisty, który stworzy moduł predykcyjny oparty na machine learning, służący do przewidywania zdarzeń w meczach piłkarskich, takich jak:

- liczba goli (np. Over/Under 2.5),

- BTTS (obie drużyny strzelą),

- liczba rzutów rożnych,

- liczba kartek,

- inne typowe zdarzenia bukmacherskie.

System będzie zasilany historycznymi danymi meczowymi i powinien generować prawdopodobieństwa wybranych zdarzeń, które będą wykorzystywane w aplikacji webowej lub API.

Zakres prac:

- przygotowanie i przetworzenie danych (ETL, czyszczenie, feature engineering),

- opracowanie i trenowanie modeli ML (klasyfikacja i regresja),

- ocena skuteczności modeli (np. accuracy, F1-score, MAE),

- przygotowanie skryptów predykcyjnych (Python),

- opcjonalnie: integracja modelu z API lub front-endem (np. REST/Flask/FastAPI),

- dokumentacja kodu i procesu.

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