I build AI products inside regulated financial environments, and I publish the evaluation behind them, not just the demo.
Most of my work is hands-on: real products, real users, shipped end to end. Twelve years across crypto exchanges, payments, custody, stablecoins and compliance, based in Dubai.
Outside of work I build and ship my own products, from rules-to-timeline engines to real-time copilots and algorithmic trading systems.
What I work on
- AI and LLM products: agentic systems, RAG, real-time copilots, document extraction with provenance, rules-to-timeline engines
- Model evaluation: paper-trading validation → walk-forward testing → drawdown scoring → post-launch monitoring
- Payments and settlement: order management, liquidity routing, on and off ramps, atomic settlement, CBDC
- Digital assets: centralised exchanges, custody, staking, stablecoin issuance, Layer-3 and EVM chains
- Permissioned blockchain: Hyperledger and Corda consortiums, validator onboarding, smart contracts
- Regulated delivery: KYC, AML, sanctions screening, functional specs, vendor governance
Projects
- parley — real-time AI copilot for cold calls. Live objection rebuttals, the next line to say, and coaching on a discreet overlay. A 13-service TypeScript monorepo: copilot, telephony, speech-to-text, CRM, billing, compliance, identity, and an Electron desktop app.
- sentinel-hyperliquid — three uncorrelated crypto-futures strategies with live paper-trading dashboards and the evaluation layer behind them.
- meridian-underwriting — AI commercial real estate underwriting for the UAE, with provenance on every extracted value.
- rfp-tracker — finds E-Rate procurement opportunities in USAC open data before competitors do.
- PTE Superior Trainer — PTE Academic practice built around Australia's Superior English thresholds, timed across all four sections.
About me
- Senior Product Manager in Dubai. AI and LLM products for regulated fintech, payments and digital assets.
- Delivered a consortium blockchain for Vodafone Luxembourg with Nokia and Huawei running validator nodes.
- I build my own products end to end: design, code, deploy, evaluate, iterate.
- Most AI demos work once. I care about run number ten, at scale, with real users and real money.
🌱 Building something in AI products, payments or digital assets? I'd love to talk.
📍 Dubai, UAE · LinkedIn · adensvaz@gmail.com