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@sravperum

Sravs

@sravperum

Data analyst, Aspiring Data governance analyst

Joined September 2025

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Sravs's blogs

Power of Rediscovering Fundamentalspower-of-rediscovering-fundamentals.hashnode.dev1 post

week2dataraflowinternship.hashnode.dev1 post

Coffee & Code Chroniclescoffeandchronicles.hashnode.dev1 post

week6week6.hashnode.dev1 post

Plan Your Summer with Dataplanyoursummerwithdata.hashnode.dev1 post

About

Nothing here yet.

Available for

Nothing here yet.

Sravs's blogs

Power of Rediscovering Fundamentalspower-of-rediscovering-fundamentals.hashnode.dev1 post

week2dataraflowinternship.hashnode.dev1 post

Coffee & Code Chroniclescoffeandchronicles.hashnode.dev1 post

week6week6.hashnode.dev1 post

Plan Your Summer with Dataplanyoursummerwithdata.hashnode.dev1 post

Articles Comments2

Recently published

SSravsinsravs-genai.hashnode.dev·Apr 10 · 7 min read

From ISAC Security Research to GenAI Multi-Agent Systems: My Journey

How my MSc dissertation on secure health data transmission evolved into a production-ready Multi-Agent GenAI System 📌 Introduction This article chronicles my journey from conducting academic researc

SSravsingreenmlalgorithms.hashnode.dev·Feb 18 · 5 min read

Week 18: My First Steps Into Tree-Based Algorithms

Week 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—the kind that ask questions, make d...

SSravsinmlclassificationalgo.hashnode.dev·Feb 8 · 6 min read

The Scented Candle That Guided My Classification Journey

Lavender for KNN Calm The clock struck past 10 Pm as I lit the first candle—lavender, 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...

SSravsinmodelprediction.hashnode.dev·Jan 30 · 5 min read

The Accuracy Trap: Journey Through Machine Learning's Greatest Illusion

The 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 ...

SSravsinadvancedregression.hashnode.dev·Jan 20 · 10 min read

My Week 15 Regression Journey: From Confusion to Clarity

How I struggled, debugged, and finally mastered Polynomial, SVR, and Decision Tree Regression 📌 Introduction Welcome to my Week 15 learning journey in Advanced Regression Techniques! As part of my machine learning specialization, this week was all ...