MMMubashir Mustaphainmubashirdataraflow.hashnode.dev·Mar 31 · 6 min readDataraFlow Week 23: Building a Multi-Agent GenAI System For Job Market AnalysisThis article dissects a real project: a multi-agent job market analyser built on Azure OpenAI. The system ingests a Glassdoor data science jobs dataset (648 rows), analyses in-demand skills, forecasts00
MMMubashir Mustaphainmubashirdataraflow.hashnode.dev·Mar 3 · 8 min readDataraFlow Week 19: Clustering and Natural Language ProcessingModern data science problems rarely fit neatly into a single technique. Real-world datasets demand a blended toolkit — one that can discover hidden structure without labels, extract meaning from raw t00
MMMubashir Mustaphainmubashirdataraflow.hashnode.dev·Jan 31 · 5 min readDataraFlow Week 16: Customer Churn Prediction Using Logistic Regression, Decision Trees, and Random Forest.Decoding Data Science: A Step-by-Step Guide to Churn Prediction In today’s data-driven world, businesses aren't just reacting to what happens—they're predicting it. One of the most critical predictions a company can make is figuring out which custome...00
MMMubashir Mustaphainmubashirdataraflow.hashnode.dev·Dec 26, 2025 · 5 min readDataraFlow Week 14: Regression AnalysisIn data science, moving from raw data to a working machine learning model is rarely a straight line. It’s more like a careful assembly process that requires cleaning, reshaping, and rigorous testing before any real predictions can happen. This guide ...00
MMMubashir Mustaphainmubashirdataraflow.hashnode.dev·Dec 14, 2025 · 3 min readWeek 13 Of The DataraFlow Program: Analysis Of Canadian Companies On The U.S Stock Exchange By Web ScrapingThis week at the DataraFlow program covered web scraping. This involves using Python to search webpages for tables directly, without needing to download an Excel or CSV file. As part of this week’s assessment, I was tasked with proving my web scrapin...00