Deploying Company Predictive Marketing Application using RFM Behavioral Clustering Algorithm To Heroku (part 2)
Model Deployment| Streamlit | Git | Github | Heroku CLI | maxtekAI| Unsupervised machine learning | Python
Published
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M
Hi, I'm Maximilien Kpizingui 👋
I'm a Generative AI Engineer with 7+ years of experience building production-grade systems.
🛠️ Expertise
LLM Fine-tuning: Customizing models for specific use cases
RAG Systems: Building robust retrieval-augmented generation pipelines
Microservices: Containerized architectures that scale
MLOps: Automating ML training via CI/CD (GitHub Actions)
Production AI: Deploying LLMs & AI agents to real users
Welcome to the part 2 of this blog post series. Please if you are reading this article for the first time like many other here please read the part one before testing the application.
Train and test csv files can be downloaded here
The link to test the unsupervised machine learning web application on heroku can be found here
Part 3 of this blog post series with be released soon with the end to end model deployment code.
Awaiting stay tuned!
Regards,
Maximilien.
