India vs the US in the AI race: who's actually ahead?
An open question, with numbers.
I build
AI inside real finance work: dashboards, agents, automations. Built, tested, then shared step by step.
Finance × AI · Bengaluru
Finance and AI, the way it's actually used at work.
I'm Mudit. I build with AI inside real finance work, and I show you exactly how I did it.
35k+
LinkedIn followers
8 yrs
in risk management and complex securities valuation
The story
I failed CA-IPCC in 2014.
So I took a pen and paper and started analysing.
Zero connections in finance. What came next was a career in risk and valuation, and a habit of writing down everything I learned along the way.
Read the full story →2014
Failed CA-IPCC
Then
Found finance, and a teacher who made it click
Career
Credit Suisse → PwC → valuation manager
Now
Building with AI, and teaching it
What I do
Core finance on one side. Real AI on the other. I work where they meet.
I don't comment on AI in finance. I build with it, test the accepted answer, and show my work.
I practise
Excel and Python the way analysts actually use them. Every lesson comes with a file you can download and reuse.
I guide
Careers and certifications in finance. Honest advice on what's worth your next two years.
Builds
See all builds →Built, not described.
Lately
What people are reading.
LinkedIn
LinkedIn
The only finance person in a room full of AI builders
What I learned at the Anthropic meetup in Bengaluru.
Podcast
What AI can and can't do in valuation
A long conversation on jobs, data safety and where to start.
Your move
Bring me the question you've been sitting on.
A certification, a career switch, or how to start using AI in your finance work. One conversation, one clear answer.
- 01Which certification, and in what orderMatched to the role you actually want.
- 02Breaking into valuationWhat the work is, what they test, how to prepare.
- 03Your next career move in financeSwitches, offers, and where AI changes the picture.
Book a 1:1 session
Pick a slot on my calendar
Tell me your situation in two lines
Leave with a clear next step
Career guidance only. No investment advice.
From past 1:1 sessionsSaikat Chakraborty Harsh Shah Veera babu
★★★★★
"Mudit's advice related to career in Business Valuation and Complex Securities Valuation for me was extremely helpful and insightful. He answered all my queries perfectly and guided me for the next steps."
★★★★★
"Mudit shared really valuable insights and industry trends that made a big difference in how I think about my career. It helped clear a lot of confusion and gave me much better clarity on my next steps."
★★★★★
"I had session with mudit it had very insightful and gave personalized road map to finance must recommend to every aspiring finance student"