I will forecast your sales and demand with machine learning


About this gig
Need to know how much you will sell next month, or how much stock to order? I will build an accurate forecasting model for your sales or demand data, using machine learning and deep learning for time series.
Why me: I hold a Master's in Computer Science & Artificial Intelligence. For my thesis, I built an LSTM demand-forecasting model combined with a reinforcement learning (Q-Learning) replenishment agent, reaching a 100% service level with zero stockouts over a 330-day simulation. In another project, I reduced a sales model's error (MAPE) from 35% to 8%.
What you get:
- Data cleaning and preprocessing
- Exploratory analysis and trend/seasonality study
- Forecasting models (ARIMA, XGBoost, LSTM) compared and evaluated
- Clear charts and business insights
- Documented Python code (Jupyter notebook)
- Optional Power BI dashboard
Send me a message with your data before ordering, and I will tell you exactly what I can do.
Get to know Hafsa E
Data Analyst and Machine Learning, Python, Power BI, Forecasting
- FromMorocco
- Member sinceSep 2025
Languages
English, Arabic, French

