Writing

Tutorials, field notes, and technical essays on healthcare BI, analytics engineering, Power BI, SQL, dashboards, and applied AI.

Day 165: Building Reliable Forecasts with Prophet (Docs Deep Dive)

October 26, 2025 – Today’s Vibe: Finally Taming the Time-Series Hydra

17 min read · October 26, 2025

2025 · prophet python time-series forecasting tutorial sklearn · Time Series Machine Learning Forecasting
Day 164: When Logistic Regression Saved the Quarter

October 25, 2025 – Today’s Vibe: Old School Beats the Hype Train

3 min read · October 25, 2025

2025 · logistic-regression interpretable-ml stakeholders feature-engineering business-impact · Machine Learning Analytics Strategy
Day 163: When the ML Monitoring Dashboard Gaslit Me

October 24, 2025 – Today’s Vibe: Trust But Verify (Especially Dashboards)

3 min read · October 24, 2025

2025 · mlops monitoring drift dashboards alerting data-quality · Machine Learning Monitoring Operations
Day 162: When Bayesian Hyperparameter Search Melted My Wallet

October 23, 2025 – Today’s Vibe: Budget Alerts Are the New Alarm Clock

3 min read · October 23, 2025

2025 · hyperparameter-tuning bayesian-optimization ray-tune cost-control experimentation · Machine Learning Optimization MLOps
Day 161: The Synthetic Data Carnival (And Why I Put a Turnstile On It)

October 22, 2025 – Today’s Vibe: Ringmaster of a Very Nerdy Circus

3 min read · October 22, 2025

2025 · synthetic-data privacy tabular evaluation compliance data-sharing · Machine Learning Data Privacy Data Engineering