Madhav Sehgal
Résumé The Engineering Side ↗
The story behind the résumé

I grew up hearing
margins at dinner.

Some families pass down recipes. Mine passed down a balance sheet. This is the story of what I did with it.

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Chapter I · Origins

Three generations
at one table.

My grandfather laid the first brick of Sehgal & Co. My father turned bricks into buildings across the city. My brother runs the sites today.

Dinner was never a break from the business. It was the boardroom. Land prices. Labour costs. Which vendor slipped, which project bled. I didn’t study business first. I absorbed it.

Grandfather
Father
Brother
Me
The fourth seat took notes.

“Cash flow was table talk. Risk was a bedtime story.”

Projected Actual Variance surfaced
A building is just a budget you can stand inside.
Chapter II · Sehgal & Co. · 2020–2024

Then they handed
me the ledgers.

At nineteen I stopped listening and started running the numbers: four years in project finance and operations, with five to eight concurrent residential and commercial projects, each one a live P&L.

·Surfaced cost variances and margin risks before they reached profitability
·Consolidated vendor commitments, receivables and payables into leadership-ready cash-flow views
·Centralised every quotation, purchase order and contract into an audit-ready record
Chapter III · JarWiz · 2020–2024

At the same time,
I built my own thing.

Quality STEM education doesn’t reach most of India’s smaller cities. I founded JarWiz to change that, and ran it for four years alongside the ledgers, through a Microsoft-backed startup program.

A mentor-enabled operating model meant every new school added reach without adding fixed cost.

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Students
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Schools
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Years, founder-led
A JarWiz online session
a JarWiz session, somewhere between 15 cities
photo to come
with the students

“The table taught me how a business survives. JarWiz taught me how one is born.”

Chapter IV · Harvard HPAIR Impact Challenge · Feb 2023

Cambridge. A real client.
A real stage.

The client was Oban Market, a microfinance marketplace serving 1,500+ daily users. We mapped customer journeys, partner handoffs and order-flow gaps to the monetization levers that actually mattered, then ranked four initiatives the way a client would have to: feasibility, compliance risk, customer impact, unit economics.

Impact ↑ Feasibility →
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02
03
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Four initiatives, prioritised on impact × feasibility, weighted for compliance risk, unit economics and operational complexity.
photo to come
Cambridge, Feb 2023
Harvard HPAIR Runner-Up Impact Challenge

Dinner-table instinct, tested against a real client. It held.

Chapter V · Shell Net Zero Challenge · Oct 2023

Can the ocean pay
for its own cleanup?

Our venture, Aeronautica, began as an ocean-cleanup concept. My job as co-founder: make it a business. I modelled a diversified revenue strategy across four segments and stress-tested every cost driver, revenue channel and stakeholder incentive until a sustainability idea read like an investment case.

Presenting Aeronautica at the Shell Net Zero Challenge
the pitch, Bangalore · National Runner-Up
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Data services
Ocean-monitoring data, sold to the people who need it most.
02
Government partnerships
Cleanup as a public service, contracted and accountable.
03
Sustainable products
Recovered waste, converted into commercially valuable by-products.
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Eco-tourism
Clean coastlines as destinations, the model funding itself.
Chapter VI · Ann Arbor · 2024–Present

Then I did the least expected thing: engineering school.

A master’s in aerospace systems engineering at Michigan sounds like a detour from consulting. It isn’t. It is the sharpest tool at the table: the discipline of proving claims, certified (INCOSE ASEP) and applied daily.

And I couldn’t stop finding businesses. At Michigan’s Space Physics Research Laboratory, I spotted a revenue opportunity in underutilised testing facilities, and built the go-to-market and engagement-operations platform to capture it.

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Administrative effort, across 8 testing-service engagements
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Data errors before engagement kickoff, via automated compliance checks
New
Revenue line identified in idle lab capacity: mapped demand, pricing and readiness

Everyone at the table can read a market. I can also model one.

Madhav Sehgal

The table taught me business.
Engineering taught me proof.

I’m looking for the room where both matter. If you’re building one, let’s talk.

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© 2026 Madhav Sehgal · The Consulting Story