I will build sales and demand forecasting models in python or r
Data Scientist, ML Expert and AI Engineer
About this Gig
Stop guessing next quarter's demand. I build forecasting models to plan inventory, staffing and budgets, and I show you how accurate they are before you rely on them.
WHAT I DELIVER
- Time series models: ARIMA/SARIMA, ETS, Prophet, VAR
- Machine learning forecasts (XGBoost/LightGBM) with calendar, price and promotion features
- Back-tested accuracy (MAPE, RMSE) against a naive baseline
- Forecasts by product, store or region, with prediction intervals
- Clean code you can rerun on new data
WHY ME
- Former Senior Data Scientist in sales and demand forecasting (US AI company)
- Built retail scanner-data pipelines for European brewers
- Econometrician with 7+ years of experience; Upwork Top 3%, 120+ projects
Send me a sample of your historical data before ordering and I'll recommend the right package.
Expertise:
Anomaly detection
•
Predictive analysis
Programming language:
Python
•
R
•
SQL
Frameworks:
Scikit-learn
•
Panda
Tools:
Jupyter Notebook
•
Excel
My Portfolio
FAQ
How much history do I need?
Ideally 2+ years of weekly or monthly data. Less works with simpler models, and I will tell you before you order.
Can the model run in my own systems?
Yes. You get the code in Python or R, ready to schedule in Databricks, AWS or as a simple script on your machine.
