From ISAC Security Research to GenAI Multi-Agent Systems: My JourneyHow my MSc dissertation on secure health data transmission evolved into a production-ready Multi-Agent GenAI System 馃搶 Introduction This article chronicles my journey from conducting academic researcApr 10 路 7 min readsravs-genai.hashnode.dev
Week 18: My First Steps Into Tree-Based AlgorithmsWeek 18: My First Steps Into Tree-Based Algorithms What I Learned About Decision Trees and Random Forests I'm writing this after finishing Week 18, and honestly? My brain is full of trees. Not the green leafy kind鈥攖he kind that ask questions, make d...Feb 18 路 5 min readgreenmlalgorithms.hashnode.dev
The Scented Candle That Guided My Classification JourneyLavender for KNN Calm The clock struck past 10 Pm as I lit the first candle鈥攍avender, known for calm and clarity. The soft purple glow reflected off my laptop screen as I opened Task 1: K-Nearest Neighbors. The lavender scent filled my study, helping...Feb 8 路 6 min readmlclassificationalgo.hashnode.dev
The Accuracy Trap: Journey Through Machine Learning's Greatest IllusionThe Setup: 6 Datasets That Told the Truth This week wasn't theoretical. It was six concrete CSV files, 18 features, and 1,420 rows that forced me to confront machine learning's dirty secret: accuracy is often a lie. Phase 1: The 20-Row Illusion (12 ...Jan 30 路 5 min readmodelprediction.hashnode.dev
My Week 15 Regression Journey: From Confusion to ClarityHow I struggled, debugged, and finally mastered Polynomial, SVR, and Decision Tree Regression 馃搶 Introduction Welcome to my Week 15 learning journey in Advanced Regression Techniques! As part of my machine learning specialization, this week was all ...Jan 20 路 10 min readadvancedregression.hashnode.dev
