Posts

Exploring NBFC Balance Sheet

A Non-Banking Financial Company (NBFC) looks similar to a bank at first glance — it lends, it borrows, and it intermediates capital. But structurally, its balance sheet tells a very different story. Unlike banks, NBFCs do not accept demand deposits and rely heavily on market borrowings, bank funding, or structured debt. This makes their funding model more sensitive to liquidity cycles and investor confidence.  Click here to read my analysis

Understand Economy through Double Entry Book-keeping

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Introduction to Model Context Protocol

Click here to read my notes on Intro To Model Context Protocol course by Anthropic via Coursera

Economic Outlook & Monetary Policy: Key Takeaways from Vice Chair Philip N. Jefferson

At the start of 2026, Vice Chair Jefferson strikes a cautiously optimistic tone on the U.S. economy, emphasizing stabilization in the labor market, gradual progress on inflation, and a monetary policy stance that is now closer to neutral. 1. Economic Outlook: Growth Slowing but Still Solid Growth remains resilient : GDP grew at a strong 4.3% annualized rate in Q3 2025, driven by consumer spending and exports. Near-term growth is expected to moderate to around 2% , partly due to the temporary effects of the federal government shutdown. Labor market is cooling, not collapsing : Job growth has slowed, unemployment edged up to 4.4% , and hiring has softened—but layoffs remain low. Jefferson expects unemployment to remain broadly stable in 2026. Labor supply constraints matter : Lower immigration and participation have reduced labor force growth, contributing to slower job creation. 2. Inflation: Progress, but Uneven Inflation has fallen significantly from its 2022 peak , with CPI inflatio...

Commentary on Electricity Amendment Act 2025

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The implicit dynamics of in-context learning

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Building GDP Step by Step: A Simple Excel-Based Walkthrough

Click here  to view an Excel file that models GDP starting from a simple economy and gradually introduces complexity. At each stage, it calculates GDP using all three approaches: expenditure, income, and value-added.