logo

This notebook records ideas, observations, and exploratory analysis related to data, analytics, operational systems, and business intelligence. Some entries take the form of structured essays, while others explore specific questions or topics that I feel are worth documenting and sharing.


The Operating Model: The Blueprint Behind Execution

Operations • Governance

A practical breakdown of operating models — how structure, process, systems, and governance translate strategy into day-to-day execution.

Read more →

What is Data Analytics?

Foundations • Analytics

A practical overview of what data analytics is, why it matters, the four types of analytics, and how to get started.

Read more →


Standardized / Normalized Data

Data Quality • Governance

Why consistent data structures and normalization are foundational to reliable reporting, governance, and scalable analytics.

Read more →


Data Analytics in Today’s Market

Strategy • SMEs

Why data-driven decision-making has become a necessity for SMEs — from customer insight and marketing efficiency to operational performance.

Read more →


Current Focus
Learning
Advanced SQL optimization
Data modeling patterns
R analysis/visualization
Building
Sales commission reporting
Data standarization toolkit
Studying
R for statistical analysis
Graphical Perception: Theory, Experimentation, and Application to the Development of Graphical Methods
Reading
Romance and Legend of Chivalry
Last updated: February 2026

Recent Work

Analytics & Portfolio