I will build a sales forecasting model

Ouici Farouk

Algeria

I speak English, Arabic

AI AND ML

I build machine learning models and data pipelines using Python, My work includes cleaning and preparing raw data, training predictive models, and building LLM-powered agents that automate real tasks...
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About this Gig

Turn your sales data into reliable forecasts.

Predicting future sales, demand, or inventory needs shouldn't be guesswork. I build time-series forecasting models that learn from your historical data and produce forecasts you can actually use for planning.

What you get:

  • Clean, structured data ready for modeling
  • Feature engineering with lag values, rolling averages, and seasonality patterns
  • A trained forecasting model evaluated with metrics such as MAE, RMSE, and MAPE
  • Time-aware validation to avoid data leakage and inflated results
  • Clear Actual vs Predicted reports
  • Full, documented Python source code you can reuse or extend

Best for sales forecasting, demand planning, inventory forecasting, retail, and e-commerce data.

My portfolio includes a real end-to-end forecasting project with feature engineering, cross-validation, regression modeling, and evaluation.

Send your dataset and forecasting goal, and I'll review the scope before we start.

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build a sales forecasting model
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Expertise:

Feature learning

•

Decision trees

•

Predictive analysis

Programming language:

Python

Frameworks:

Scikit-learn

•

Panda

Tools:

Jupyter Notebook

•

Excel

My Portfolio

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