AI Sales Pattern Insights
Budget: ₹400 – ₹750 INR
I have a rich set of raw sales data and need an AI-driven analysis that zeroes in on customer purchasing patterns. The aim is not generic reporting but clear, data-backed insights I can act on—who buys what, when, and why, and how those habits shift over time.
You’ll receive the full sales dataset (CSV and SQL exports). From there, I’d like you to:
• Clean and structure the data so it’s ready for modelling
• Apply the appropriate machine-learning or statistical techniques in Python (pandas, scikit-learn, or similar) to surface meaningful purchasing clusters and seasonal trends
• Visualise the findings in an interactive dashboard or concise slide deck, highlighting actionable takeaways
Acceptance criteria: the cleaned dataset, reproducible notebooks or scripts, and a short written summary that translates technical findings into plain-language recommendations.
If you’ve built customer-insight models before and can move quickly from raw tables to clear storytelling, let’s get started.
You’ll receive the full sales dataset (CSV and SQL exports). From there, I’d like you to:
• Clean and structure the data so it’s ready for modelling
• Apply the appropriate machine-learning or statistical techniques in Python (pandas, scikit-learn, or similar) to surface meaningful purchasing clusters and seasonal trends
• Visualise the findings in an interactive dashboard or concise slide deck, highlighting actionable takeaways
Acceptance criteria: the cleaned dataset, reproducible notebooks or scripts, and a short written summary that translates technical findings into plain-language recommendations.
If you’ve built customer-insight models before and can move quickly from raw tables to clear storytelling, let’s get started.
Related categories:
Python
Machine Learning (ML)
Big Data Sales
Hadoop
Data Science
Data Visualization
Data Analysis
Pandas