2025

an archive of posts from this year

Oct 26, 2025 Day 165: Building Reliable Forecasts with Prophet (Docs Deep Dive)
Oct 25, 2025 Day 164: When Logistic Regression Saved the Quarter
Oct 24, 2025 Day 163: When the ML Monitoring Dashboard Gaslit Me
Oct 23, 2025 Day 162: When Bayesian Hyperparameter Search Melted My Wallet
Oct 22, 2025 Day 161: The Synthetic Data Carnival (And Why I Put a Turnstile On It)
Oct 21, 2025 Day 160: When the Feature Store Rebelled During Our Rebuild
Oct 20, 2025 Day 159: When the Edge Model Forgot to Sleep
Oct 19, 2025 Day 158: LLM Red Team Week (AKA, How I Learned to Love Adversarial Prompts)
Oct 18, 2025 Day 157: When the Multimodal Dashboard Wouldn't Stop Talking
Oct 17, 2025 Day 156: When Our RAG Stack Fought SharePoint Permissions
Oct 16, 2025 Day 155: When the Multi-Agent Copilot Started the Meeting Without Me
Oct 15, 2025 Day 154: The Day I Almost Leaked PII (And How I Caught It Just in Time)
Oct 14, 2025 Day 153: Git Merge Conflicts (Or: When My Team and I Edited the Same Notebook Simultaneously)
Oct 13, 2025 Day 152: Spark Job Meltdown (Or: When 'Big Data' Became 'Too Big For My Cluster')
Oct 11, 2025 Day 150: API Integration From Hell (Or: How I Spent 6 Hours Debugging a Typo)
Oct 10, 2025 Day 149: When Tableau Lied to Me (And How I Caught It)
Oct 09, 2025 Day 148: The Great SQL JOIN Disaster (Or: Why I Got 10x More Rows Than Expected)
Oct 08, 2025 Day 147: When My Pandas Script Ate My Lunch Break – And How I Tamed It
Apr 14, 2025 Natural Language Processing Basics
Mar 27, 2025 History of Analysis services of Microsoft which is lead to Power BI
Jan 20, 2025 Introduction to Big Data Technologies