Amazon Global Ops · Jar · MyGold — three companies, one pattern: zero to scale
You don't need another consultant with a framework. You need someone who has built something hard — at Amazon's global scale, inside India's fastest-growing fintechs, and from a blank page — and can see clearly what's breaking in yours.
"One conversation typically surfaces the 2–3 things that have been costing you the last quarter."
The Reality
Every month you operate without clarity is a month your best people lose confidence, your best opportunities pass quietly, and the gap between where you are and where you could be gets wider. The cost of not fixing this is not zero. It compounds — silently, expensively, and faster than you think.
Why Founders Call Me
Everyone is busy. Revenue is moving. But something is fundamentally misaligned — and no one can name it. I name it in the first session.
You've discussed the same three problems in every leadership meeting for six months. The discussion is clean. The decisions aren't. I break the loop.
You scaled the revenue but not the structure. Now the org is a fiction and the founder is in every fire. I build the structure that actually holds.
At 0–1 and 1–10, the biggest killer isn't the market — it's internal confusion. I've worked with early-stage businesses to install the clarity that lets them actually scale.
Your investors give capital. Your team gives execution. No one gives you an honest view from outside the building. That's the gap I fill.
Every workaround, every "we'll fix this later" is piling up. I audit what's broken, rank what's urgent, and give you a sequence that doesn't kill momentum.
Why I Can See What Others Miss
I started in hard science — biotechnology — which taught me to find the signal inside complex systems before anyone told me what to look for. I then moved into operations, where I learned that the same discipline applies to businesses.
Three companies. Three different scales. One consistent pattern: I walk into ambiguity, find the structure inside it, and build the engine that scales. That's not a personality trait — it's a track record across Amazon's global operations, Jar's fintech infrastructure, and a category I built from zero at MyGold.
I have also worked with early-stage founders and growing businesses as a strategic advisor — helping them identify the real problem, not the presenting one, and building the operational clarity to actually move forward.
"The rarest thing in any advisory relationship is someone who has actually done the hard thing — not read about it, not consulted on it from the outside, but built it from scratch under real pressure."
The Work in Practice
MyGold
Category creation · 18 months
The Challenge
"Build a regulated financial product in a category that had never existed in India. No playbook, no precedent, under live regulatory scrutiny — from a completely blank page."
Live
Platform operating at national scale
98%+
Operational accuracy maintained
Multi-city
Expansion without proportional headcount
Jar
Operations & growth · 21 months
The Challenge
"Scale a fast-growing fintech's operations without breaking what was already working — while simultaneously unlocking new product lines and partner channels."
40%
Faster issue resolution
New lines
Revenue channels unlocked via Jar integration
35-person
Team led to measurably higher output
Amazon
Global scale · 3 years 9 months
The Challenge
"Deliver operational excellence at Amazon's global scale — managing complex escalations across multiple geographies with zero room for failure and no tolerance for inconsistency."
93%
CSAT maintained across geographies
80%
New hire productivity improvement
Employee
of the Year
Recognised for operational excellence
National Jewellery Chain
Partnership design & rollout
The Challenge
"Crack, design, and deliver a first-of-its-kind partnership with one of India's leading national jewellery chains — enabling rapid store expansion without upfront CAPEX, a model that had never been attempted before."
First
Physical gold leasing model at national jewellery chain scale
Zero CAPEX
Expansion model enabled for partner
End-to-end
Agreement, ops design, full rollout delivered
Who This Is For
"We're an early-stage startup. We're growing but I feel like we're building on sand."
Early-stage chaos is normal. Letting it persist past the first few months is expensive. I work specifically with 0→1 and 1→10 founders to install clarity before the chaos compounds.
"I have good people. I just don't know why the output isn't matching the effort."
The problem is almost never the people. It's the structure they're operating inside. Bad structure makes good people look average.
"My investors ask questions I should be able to answer easily — and I can't."
This means your internal clarity hasn't caught up to your external ambition. Fixable. And faster than you'd expect.
"I know what needs to happen. I just can't get the organisation to move."
Vision without execution architecture is just a plan that never ships. That architecture is exactly what I build.
How I Work
No pitch. No deck. No agenda except understanding your business clearly. I ask the questions your team won't ask you. If there's no fit, I'll tell you in the first 15 minutes — and point you somewhere better.
Not what you want to hear. What the business needs to hear. The 2–3 things that are genuinely load-bearing — and the things you're spending energy on that don't matter as much as you think.
Single sessions for surgical clarity on a specific decision. Monthly engagements for ongoing strategic accountability and a trusted outside view. The format fits the problem — not the other way around.
"The founders who need this most are usually the ones most convinced they can figure it out alone. They're right — eventually. But eventually is expensive."
30 minutes. No commitment. No pitch.
If I can't give you one clear, actionable insight about your business in that call — something you hadn't seen before — you walk away owing me nothing. That's the only guarantee that matters.
Responding within 24 hours · 2 slots open this month · Works everywhere