Time Series
Day 165: Building Reliable Forecasts with Prophet (Docs Deep Dive)
October 26, 2025 – Today’s Vibe: Finally Taming the Time-Series Hydra
Data science dispatches
Technical rigour with story-driven analysis.
I interrogate data systems, distil engineering lessons, and document production-grade analytics patterns. Expect candid retrospectives, reproducible walkthroughs, and the occasional war story from shipping platforms at scale.
Currently shipping
38 essays · 42 disciplines · ~1 min avg read
Active threads
Hand-picked systems, ML, and data apps- AI & Automation
- Machine Learning Craft
- Analytics & Data Apps
Latest writing
Fresh from the notebooks
Production lessons, analytical deep dives, and failure reports published most recently.
Machine Learning
Day 164: When Logistic Regression Saved the Quarter
October 25, 2025 – Today’s Vibe: Old School Beats the Hype Train
Machine Learning
Day 163: When the ML Monitoring Dashboard Gaslit Me
October 24, 2025 – Today’s Vibe: Trust But Verify (Especially Dashboards)
Machine Learning
Day 162: When Bayesian Hyperparameter Search Melted My Wallet
October 23, 2025 – Today’s Vibe: Budget Alerts Are the New Alarm Clock
Knowledge base
Explore the disciplines
Curated themes spanning analytics, engineering, and data operations.
Experiments & tooling
Projects in the lab
Interactive builds and data-heavy prototypes that underpin the essays.
Three.js Interactive Cube
An interactive 3D cube built with Three.js, featuring texture mapping, lighting, and mouse controls.
Open case study
Data Analysis Dashboard
A responsive dashboard built with D3.js for visualizing complex datasets.
Open case study