SYSTEMS THINKING
CONCEPTUAL INSTRUMENT / NOT LIVE DATA
An engineering foundation.
Analytical and systems thinking shape how I approach finance, strategy and product-building.

Building practical AI-powered financial products and clearer financial systems for early-stage companies. Founder of Finnimo, finance professional and author working at the intersection of financial strategy, technology and entrepreneurship.
Your money. One place. Clear next steps.
Finnimo brings banking, investing and budgeting into one financial picture, with AI-powered insights and clear next steps.
VISIT FINNIMOProduct story ↗LIVE • FREE TO START • NO CREDIT CARDAnalytical and systems thinking shape how I approach finance, strategy and product-building.
BSE Institute. Equity research building analytical and market fundamentals.
Financial Planner at TATA AIA Life Insurance, translating financial strategy into client-facing planning.
Michael B. Mikhail Student Managed Investment Fund. Hands-on investment research and portfolio analysis.

Founder & CEO of Finnimo, with graduate-level accounting and analysis experience as a Graduate Teaching Assistant at University of Illinois Chicago.


Exploring artificial intelligence in finance and the psychological forces that move markets.
Storytelling, performance, speed, exploration, flight and ideas.
Beyond finance ↗Strategic financial support for founders who need stronger models, clearer decisions and better systems for growth.
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How AI is Changing the Way We Use, Move and Grow Money
A practical exploration of how artificial intelligence is transforming finance — from digital payments and automated wealth management to intelligent contracts and predictive analytics.
Get on Amazon ↗How Market Psychology and Investor Behavior Shape Price Movements
A practical guide to the psychological forces that drive price movements across stocks, options, crypto, and global macro events.
Get on Amazon ↗
