I will build machine learning models for sales forecasting and predictive analytics

Ana L.

Portugal

I speak Portuguese, English

Artificial Intelligence and Data Science Student

Hi! I am a Data Science and AI specialist, currently completing my BSc in Artificial Intelligence and Data Science. I am passionate about turning complex, messy data into clear, actionable business va...
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About this Gig

Stop guessing your stock levels and pricing. Running an e-commerce store blindly leads to dead inventory or lost profit margins. As a Data Science & AI specialist, I use advanced Machine Learning (XGBoost, Random Forest) to turn your historical sales data into a predictive roadmap.


️ What I can build for you:

  • Customer Analytics (RFM): Identify VIP buyers and flag customers at risk of churn.
  • Demand Forecasting: Predict future product demand to optimize your warehouse stock.
  • Price Optimization: Find the exact discount percentage to maximize sales without killing margins.
  • Web App (Premium): An interactive Streamlit dashboard to simulate sales and prices without writing code.


️ STRICT LIMITATIONS (Read before ordering):

  • Data Format: I require clean, tabular historical sales data (CSV/Excel). NO web scraping, unstructured text, PDFs, or image data.
  • Size Limit: Up to 100,000 rows.
  • Project Scope: I deliver the trained model (.pkl), Python code, and business report. I DO NOT integrate models into your live website backend, build APIs, or provide post-delivery monitoring.


Please MESSAGE ME before ordering with your dataset and main goal!

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Expertise:

Feature learning

•

Classification

•

Churn

•

Clustering

Programming language:

Python

Frameworks:

Scikit-learn

•

PyTorch

•

Panda

Tools:

Jupyter Notebook

•

TensorFlow

•

Excel

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