BEBlessing Ekehinblairpro.hashnode.dev·Mar 31 · 15 min readBuilding a Multi-Agent AI System that Analyses Student Performance A deep dive into how I designed and deployed a 4-agent GenAI pipeline using Azure OpenAI, Python, and Streamlit — with real data, function calling, and a production-ready dashboard. Introduction Wha00
BEBlessing Ekehinblairpro.hashnode.dev·Mar 20 · 16 min readMastering Clustering, NLP & Dimensionality Reduction in Data Science1. INTRODUCTION Data science is not just about building models. It is about understanding patterns hidden beneath layers of raw, unstructured, and high-dimensional data. In my Week 19 internship at Da00
BEBlessing Ekehinblairpro.hashnode.dev·Feb 27 · 11 min readHow I Built a Predictive "Forest" to Solve Churn, Detect Fraud, and Prevent AttritionImagine having a crystal ball that doesn’t just show the future but explains exactly why it’s happening. What if you could look at a spreadsheet and instantly know which customer is about to leave, wh00
BEBlessing Ekehinblairpro.hashnode.dev·Feb 10 · 6 min readPrecision in Predestination: Architecting Automated Loan Classification1. Introduction: In the contemporary financial landscape, the decision-making process for credit approval has shifted from subjective human assessment to high-fidelity algorithmic intelligence. Imagine a scenario where a borrower's financial future i...00
BEBlessing Ekehinblairpro.hashnode.dev·Jan 31 · 14 min readTelecom Customer Churn Prediction with Machine Learning: How Data Science Saves Millions in Revenue1. Introduction Every telecom company knows the pain of churn. One month a customer is paying their bill, the next they’ve switched to a competitor offering faster internet or a cheaper plan. It’s not just frustrating, it’s expensive. Losing customer...00
