Learning Hub

Practical notes, guides, workflows, and technical explorations across energy and carbon economics, data analytics, applied AI, programming, and related topics.

I created this Learning Hub to share practical articles, guides, and examples that may be useful to others. Many of them grow out of questions, tools, or workflows I have worked through myself, but the goal is to explain them clearly enough that another reader can use them too.

🔒 Locked access: Articles marked Locked show a public preview, but reading the full article requires approval. Contact Paing Hein Soe to request access.

How Supply, Demand, and Policy Shape Economic Outcomes
Economics & Public Policy

A practical guide to how supply, demand, taxes, tariffs, price controls, and causal reasoning shape economic outcomes.

PUBLIC PUBLISHED Oct 11, 2026

Between the Benchmark and the Bill
Energy & Carbon Economics

A focused study of how reported emissions interact with reference values during the transition from free allocation.

LOCKED · ACCESS UPDATED Aug 30, 2026

From Embedded Emissions to the CBAM Bill
Energy & Carbon Economics

A practical guide to how measured embedded emissions become CBAM certificate obligations and monetary cost.

LOCKED · ACCESS UPDATED Aug 30, 2026

Which Electricity Emissions Belong to a Facility?
Energy & Carbon Economics

Why the choice of electricity-system boundary matters when assigning indirect emissions to an industrial facility.

LOCKED · ACCESS UPDATED Aug 29, 2026

Tracing Industrial Carbon: From GHG Scopes to Product-Level Emissions
Energy & Carbon Economics

A practical guide to Scope 1, Scope 2 and Scope 3 through major industrial products, connecting organizational GHG accounting with product-level emissions and industrial energy use.

PUBLIC PUBLISHED Aug 17, 2026

From EU ETS to CBAM: Why Europe Put a Carbon Price at the Border
Energy & Carbon Economics

How Europe moved from domestic carbon pricing under the EU ETS to a border adjustment for covered imports.

PUBLIC PUBLISHED Aug 15, 2026

From Quarto to GitHub Pages
Programming & Technology

A practical guide to understanding how a local Quarto website moves through GitHub and GitHub Pages before becoming a live website.

PUBLIC PUBLISHED Aug 1, 2026

Preparing for a General Coding Assessment
Programming & Technology

A practical Python-focused guide for preparing for a general coding assessment during a job application or interview process, especially when AI tools are not allowed.

PUBLIC PUBLISHED Aug 1, 2026

Getting Started with Quarto
Programming & Technology

Build your first Quarto website with a clear step-by-step guide for Windows.

PUBLIC PUBLISHED Jul 28, 2026

Sample Locked Article: Understanding AI Agents
AI & Agents

A clearly marked demonstration teaser used to test the Locked article listing and authentication flow.

LOCKED · ACCESS UPDATED Jul 27, 2026

Sample Public Article: Understanding Energy Demand
Energy & Carbon Economics

A clearly marked demonstration article used to test the Public article listing and reading flow.

PUBLIC PUBLISHED Jul 26, 2026
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