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.
Designed, built and run by me. Agents take an idea from spec to shipped feature. I make two decisions. They do the rest, and prove it.
I designed my own hybrid memory, then built the conventional design too and benchmarked both. Mine won. The other was retired.
Plus 1.6× leaner context for the model, with no loss in answer quality.
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.
Always-on 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 measures whether its suggestions are actually useful.
I lead product for two live platforms at LMNTO, Dubai, since 2025.
Households run a small device that shares spare internet capacity for token rewards. I own the roadmap, wallet, KYC and compliance.
Token holders propose and vote, and outcomes execute on chain. I wrote the V2 governance contract myself.
Also: my Python reward simulator caught a plan paying 43% against a 34% cap, before launch. Every change is still priced with it.
Tools that move or watch money, built to be measured.
Mirrors 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
Specified, built and tested end to end. Both are live.
Everything a paid society manager does: billing, accounts, visitors, complaints, meetings and dues recovery. Resident protections live in the database, not on the screen.
People read published books aloud and get paid per approved page, in USDC on Polygon. A guided reading room and a full admin review console.
React, Supabase, serverless Node.js, Polygon
Six 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
Life and health insurance
Always up for a conversation about product, AI or blockchain.