Challenge the Model
Find Weak Points
Each model gets run through current Indian tax law — I highlight which assumptions break first.
Policy Impact
Regulatory updates often change the game mid-play. I show how and why that matters for your portfolio.
Stress-Tested Portfolio Design
Stress-Test With Me
The strongest logic is the one that survives scrutiny. I welcome your questions, data sets, and counterexamples.
See the Stress Points
Most portfolio tools assume tax rules are static. I stress-test every scenario against the latest Indian Finance Bill, tracing how new rules alter compounding and after-tax results. The goal: reveal fragilities before they cause losses. No predictions — just evidence and logic you can audit.
Testing Models Under Pressure
How I Stress-Test Portfolio Assumptions
Evidence-Led Portfolio Design
Portfolios built on hope, not evidence, rarely last. I break down the logic and show you where stress cracks emerge — before they turn costly.
Assumptions Under the Microscope
Portfolio design is only as good as the assumptions it’s built on. I expose the weak points by running every scenario through the current Indian tax rules, showing how even a minor policy change can tilt outcomes. Transparency is paramount: every data source, calculation, and logic step is published for your review. That way, you can challenge, audit, or adapt the analysis to your own needs. No recommendations, just logic.
Stress-Testing Against Policy Changes
When you build a portfolio on outdated models, you risk compounding errors over time. I show how small regulatory tweaks — like a change in holding period or dividend rule — ripple through real outcomes. Each example is tied to public data and updated Finance Bills.
Open for Audit and Debate
Every claim here is challengeable. I invite you to check the numbers, request the source, or share a counterexample. The only dogma: transparency beats certainty.