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Selected Work

Case Studies.

Products I’ve led, told the way I ran them: the problem, what I did, and what changed.

Product Leadership

ARIA by Gloventures

Building an AI Family Office, Zero to One

An agentic AI wealth team for India’s underserved investors: LLM-powered specialist agents that plan, advise, execute, and protect in one platform. Live in beta, shipping weekly.

Agentic AILLMs & RAGWealthTech

12

Specialist AI agents

7

Product surfaces live

0→1

Founding build

OLX Autos

Consumer & Dealer-Driven Financing

Used-car financing in LATAM was an offline, paper-heavy process. We rebuilt it as a fully digital loan platform across four countries.

LendingB2CMarketplace

+20%

Loans MoM

$115K

Saved / month

$15K

Avg loan size

OLX Autos

API-First Value Added Services

One API platform for car insurance, warranties, and roadside assistance. It added about $600 of profit per car loan sold.

InsuranceAPI PlatformMonetization

$600

Profit / car

12+

Vendors integrated

~2

Services / customer

PayMate

Industry-First Direct Tax Payments

India’s first business direct-tax payment platform, live in about four months. It has processed over $300M.

PaymentsB2B SaaS0 → 1

$300M+

Processed

150K+

Businesses

~4 mo

Concept to launch

PayMate × VISA

Cross-Border B2B Payments, Singapore

A B2B payments platform built with VISA Singapore. It processed $10M+ in cross-border transactions.

PaymentsCross-BorderPartnership

$10M+

Cross-border volume

2

Markets entered

VISA

Strategic partner

PayMate

BBPS Utility Bill Payments

Business utility bills on one platform through BBPS, with roughly 40% of users coming back month after month.

PaymentsBBPSRetention

~40%

Repeat rate

~4

Bills / user

BBPS

National rails

Capgemini

ML-Powered Ad Sales Analytics

Ad-sales analytics for a major European broadcaster, built on ML models that reached 80% targeting accuracy.

AI / MLAnalyticsEnterprise

80%

Targeting accuracy

$20M

Client investment

30%

Efficiency gain

Advisory & Independent

Engagements from my independent practice: strategy, growth, and taking businesses digital.