Product leader who builds. AI agent systems, blockchain products, trading automation and full platforms.
12 years shipping for HSBC, MetLife and AXA through EY, IBM and Capgemini. Now in Dubai, leading product for two live blockchain platforms.
I designed and run a system where AI agents take an idea from spec to shipped feature. I make two decisions. The agents do the rest, and prove it.
Work splits across agents that build and test side by side.
Independent reviewers, security included, must agree before anything moves.
Lessons persist for months. It does not repeat a mistake it has learned from.
When to stop and ask is a written rule, never the model judging itself.
Runs unattended inside limits I set. Anything risky is refused, not attempted.
Audits itself constantly, and is allowed to give itself a failing grade.
An always-on agent that acts as tech lead. It drives work to done and only interrupts me at a real decision.
My personal assistant on Telegram. It plans, triages and briefs me, and tracks whether its suggestions are actually useful.
I lead product for two live platforms at LMNTO, Dubai, since 2025.
LMNTO, 2025 to now
LiveHouseholds run a small device that shares spare internet capacity for token rewards. I own the roadmap, wallet, KYC and compliance.
LMNTO, 2025 to now
LiveToken holders propose and vote, and outcomes execute on chain. I wrote the V2 governance contract myself.
LMNTO
My Python model caught a reward plan paying 43% against a 34% cap, before launch. Stakeholders still price every change with it.
Tools that move or watch money, built to be measured.
Personal, 2026
LiveMirrors trades from signal-provider strategies into a separate MT5 account in real time. Each strategy runs on its own rate budget, so one busy strategy never slows the rest.
Python, MetaTrader 5, Telegram alerts
LMNTO, open source
LiveTwice-daily wallet reports across Polygon, Arbitrum and TRON. Read-only, so it never holds a key.
LMNTO, open source
LiveAnalytics from inside a VPN, delivered safely to 11 executives, the CEO included.
Specified, built and tested end to end.
Personal, 2026
LiveEverything a paid society manager does: billing, accounts, visitors, complaints, meetings and dues recovery. Resident protections are enforced in the database, not on the screen.
Personal, 2026, open source
LiveSix changes, each with its evidence.
faster policy issuance at MetLife UAE, from days to instant.
design gaps caught in a build where all 504 tests passed. Now gated.
records migrated off a mainframe with zero data loss.
process gaps found before a line of the new platform was built.
payout overrun caught in simulation, before launch.
manual finance and leadership reports now run themselves.
12 years, four companies.
2025 to now, Dubai
Leads product for two live blockchain platforms. Brought AI into how the company builds.
2022 to 2025, Mumbai
Merged AXA Singapore's platforms into HSBC Life after a ~US$529M acquisition: 1,000+ agents, 200,000+ policyholders.
2017 to 2022, Mumbai
Led MetLife UAE's digital platform across 36 channels. Cut policy issuance ~85%.
2014 to 2017, Mumbai
Moved 700,000 policy records off a mainframe with zero data loss.
Strategy, roadmaps, discovery, prioritisation, KPIs, go-to-market
Agentic systems, multi-agent review, evaluation, retrieval, model routing
DAO governance, tokenomics, DePIN, wallets, Solidity, Hardhat
New business, underwriting, claims, policy admin, straight-through processing
Post-merger consolidation, legacy migration, Agile, SAFe
Python, SQL, JavaScript, Node.js, React, Playwright, Git
Symbiosis, Pune
Sikkim Manipal
University of Mumbai
Life and health insurance