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Living With Uncertainty
Geopolitical uncertainty is unavoidable. Market volatility is inevitable. The role of the investor is not to predict how events will unfold, but to remain aligned with intent, process, and time despite not knowing. What separates outcomes is not events, but overreaction, weak structure, and emotional decision-making. Investors who succeed over long periods are not those who predict events correctly. They are those who accept uncertainty, build resilient portfolios, and remain

Wing Commander Pravinkumar Padalkar
Jan 233 min read


The Hidden Truth About Small-Cap Funds
As a small-cap fund grows larger:
Liquidity constraints increase
Positions must be smaller
Portfolios become more diversified
Cash levels often rise
Risk management starts taking priority over conviction. These are rational responses to scale, not mistakes. But they do change what the fund can realistically deliver.

Wing Commander Pravinkumar Padalkar
Jan 113 min read


The Mathematics of Estimation in Equity Investing
However, once a stock is selected and capital is committed, the nature of the problem changes fundamentally. From that point on, the stock price is driven by forces far beyond any single model, forecast, or thesis. Once a stock enters your portfolio, certainty disappears. You never really know where the stock price will move next.
From that point onward, the investor is no longer solving for an outcome, but estimating the distribution of possible outcomes. The realised stock

Wing Commander Pravinkumar Padalkar
Jan 27 min read


What Warren Buffett Taught Us
“Honesty is a very expensive gift; don’t expect it from cheap people.”

Wing Commander Pravinkumar Padalkar
Dec 31, 20252 min read


The Engineer’s Curse
Engineers are trained to solve problems.
Given enough data, enough logic, and enough effort, there is a right answer. Systems behave predictably.
Inputs lead to outputs.
Precision is rewarded.
In engineering, this belief is not only useful but also essential.
However, when engineers enter the stock market, this very strength often becomes a liability.
This is what I call the engineer’s curse.
Wing Commander Pravinkumar Padalkar
Dec 28, 20252 min read
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