# Blog

Explore my thoughts, insights, and tutorials on data analysis, visualization, and more. These articles reflect my experiences and learnings in the field of data science.

Generating Text with Neural Networks: from Bigram to Mini-GPT
May 3, 2026
8 min read
I built several character-level text generation models using PyTorch.
Understanding Neural Networks from Scratch with Micrograd
Apr 21, 2026
7 min read
I rebuilt the fundamentals of a neural network without using frameworks like PyTorch or TensorFlow.
HR Analytics Deep‑Dive — What Data Says About Salary and Burnout Risk
Jul 28, 2025
7 min read
I analysed HR data to explain salary drivers and estimate burnout risk with interpretable models—clear visuals and takeaways, not medical advice.
Play Store Pulse – Mining 460 K Reviews from 217 Android Apps
Jun 24, 2025
6 min read
A BigQuery + Looker Studio deep-dive into 217 Android apps and 460 K Play Store reviews—discover what drives downloads, ratings, and the dreaded “ad penalty.”
Exploring Feline Morphology with Tableau — Angora, Maine Coon & Ragdoll
May 19, 2025
6 min read
A step-by-step guide to creating a stunning dashboard in Power BI, from data import to visualization.
What Influences Exam Scores? A Visual Dive with Tableau
May 15, 2025
5 min read
A Tableau dashboard exploration of what impacts exam scores the most—stress, sleep, motivation, and more.
What Influences Cancer Severity? A Data Deep Dive with SQL & Machine Learning
May 8, 2025
7 min read
A combined SQL and machine learning analysis on cancer severity: uncover the most impactful risk factors across 50,000 global patients.
What Makes a Video Game a Hit? Let’s Dive Into the Data
Apr 25, 2025
5 min read
A data deep-dive into what makes a video game successful—genres, pricing, platforms, and where to launch.
Mastering Git & GitHub basics as a Data Analyst
Apr 11, 2025
6 min read
How I moved beyond the basics of Git and GitHub to truly understand version control—and why it’s now an essential part of my data analyst toolkit.
Unlocking the Secrets of Box Office Success: A Power BI Film Analysis
Apr 2, 2025
5 min read
Bridging the gap between theoretical machine learning concepts and their practical applications in real-world scenarios.
No Appointments Available! Meet MobyDoc
Mar 6, 2025
4 min read
MobyDoc: A fictional startup designed to solve urgent medical appointment scheduling with a real-world landing page and analytics setup.
Can We Predict Air Pollution Levels in the US with Machine Learning?
Feb 25, 2025
5 min read
Can we use machine learning to forecast pollution levels in US cities? This project explores the limits of data and modeling in environmental prediction.
Predicting Titanic Survivors with Machine Learning
Feb 17, 2025
4 min read
Predict who survived the Titanic disaster using machine learning and data visualization.
Can we predict a startup's profitability based on key business factors?
Feb 10, 2025
4 min read
How key business factors like R&D and marketing influence startup profitability through a predictive regression model?