I will forecast your sales and demand with machine learning

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hafsaessafi
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Hafsa E

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

Hafsa E

Data Analyst and Machine Learning, Python, Power BI, Forecasting

  • FromMorocco
  • Member sinceSep 2025
  • Languages

    English, Arabic, French
I hold a Master's in Computer Science and Artificial Intelligence and a Bachelor's in Mathematics and Computer Science. I help businesses turn data into clear decisions: data analysis, Power BI dashboards, machine learning and sales or demand forecasting. My Master's thesis combined LSTM forecasting with reinforcement learning to optimize inventory (100% service level, zero stockouts over 330 days). As a certified math teacher, I explain results simply. Tools: Python, Pandas, Scikit-learn, TensorFlow, SQL, Power BI, Excel.

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