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I will do customer segmentation and analysis using machine learning

A
aditya_jadkar
A
aditya_jadkar
ADITYA JADKAR
Alcune informazioni sono riportate in lingua inglese.
do customer segmentation and analysis using machine learning
Schermo intero
do customer segmentation and analysis using machine learning
Schermo intero
Schermo intero
do customer segmentation and analysis using machine learningdo customer segmentation and analysis using machine learningdo customer segmentation and analysis using machine learning

Informazioni su questo servizio

Not all customers are equal but without segmentation, you're treating them like they are. I'll cluster your customer base using K-Means on RFM (Recency, Frequency, Monetary) features, so you know exactly who your high-value buyers are, who's drifting away, and who needs re-engagement.


I've done this on 2,240+ customer records identifying 4 distinct behavioral segments with visualized spend distributions, and translating them into concrete marketing strategies that improved campaign relevance by an estimated 30%.


What I deliver

  • RFM feature engineering from your raw transaction data
  • Elbow-method optimised K-Means clustering (right number of clusters, automatically)
  • Labeled segment profiles: high-value, at-risk, dormant, new
  • 6+ Seaborn/Matplotlib visualizations of spend distribution per segment
  • Marketing strategy recommendations for each segment (written report)
  • Clean Python notebook + CSV export of labeled customers


Buyer requirements

  • Transaction data with at least: customer ID, date, order value (CSV/Excel)
  • Approximate number of customers / records
  • Are you looking for a written strategy report per segment?
  • Do you need the labeled CSV for import into your CRM?

  • Motore IA

    • GPT
    • Gemini
    • Reti generative avversarie (GANs)

  • Linguaggio di programmazione

    • C++
    • JavaScript
    • Python
    • PyTorch

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ADITYA JADKAR

AIML Engineer and Data Scientist

  • DaIndia
  • Membro daapr 2026

  • Lingue

    Inglese, Hindi
Hi, I'm a multidisciplinary tech expert specializing in Machine Learning, Deep Learning, Computer Vision, and Web Development. With a solid foundation in Artificial Intelligence and a keen eye for detail, I've built and deployed a variety of intelligent systems that solve real-world problems using data-driven techniques. My core strengths lie in: Machine Learning & Deep Neural Networks - Designing and training high-performance models for classification, detection, prediction, and automation across domains.

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