Subjects

Every subject, taught the same way: intuition first.

Whatever the course, sessions start with building a real mental model — then connect it to the exact problems on your syllabus.

Finance

Right from the basics of financial statement analysis to building financial models.

Quantitative Finance

Derivative pricing, Portfolion management, Interest Rate Mathematics, and Computational Finance.

Statistics & Probability

Building real intuition for uncertainty, distributions, inference, and Bayesian Learning.

Mathematics for Machine Learning

Calculus, Linear Algebra, and Vector Calculus.

Econometrics

Causality, Intuition beind linear regression, the assumptions and their violations, various tests, and fixes - for cross sectional, time series, and panel datasets.

Microeconomics

Consumer theory, market structures, game theory, and much more.

Something Else?

Not seeing your course listed? Reach out — if it's a college-level subject, there's a good chance I can help or point you somewhere useful.

Format

Sessions built around you

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Online, 1-on-1

Live video sessions with a shared whiteboard — recorded on request so you can revisit anything we cover.

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Online, Group

Live video sessions with small groups of upto 5 members, to ensure instructor attention and flexibility.

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Flexible Scheduling

Weekly recurring sessions or one-off exam-prep intensives — whatever matches how you actually study.

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Notes After Every Session

A short written recap after each session, so the intuition doesn't fade the moment you log off.

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Intuition check

You can write a short note on what we discussed in a lecture, and I shall perfect your understanding.

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Short doubt sessions

Two free doubt clearing sessions per course.

Don't see your exact course?

Send a quick message about what you're working through — most finance and economics courses are a good fit. I also offer coaching for select modules of the CFA curriculum upto Level 2, FRM, and the CQF. Upon request, I teach AP Statistics as well.