Subject

Chennai, India  Β·  Research Archive

BA
Pranava

Probability●Information Theory●Quantitative Finance

The
Mathematical
Substrate

06
Core Domains
∞
Curiosity

I study AI/ML from the ground up β€” starting from measure-theoretic probability and working outward into information theory, statistical inference, and quantitative finance. My interest isn't in applying off-the-shelf models; it's in understanding the mathematical substrate that makes them work β€” or fail.

"Probability is the language of uncertainty. Learning to speak it fluently is the prerequisite for everything else."

Currently moving through Feller's Probability and Polyanskiy & Wu's Information Theory β€” because compression, inference, and generalisation are, at some level, the same problem.

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Research & Code

Let's Connect

Open for research collaborations and discussions on probability, information theory, and quantitative finance.