Work

Five threads I'm currently pulling on.

Most of my work sits where AI meets execution - turning ideas into agents, and agents into real on-chain or in-app outcomes.

01

Agentic algo trading at Ask Gina

Researching how non-quants can express investing edges in plain English and have agents execute them autonomously, 24/7. Shipped /create - describe a strategy, get a deployed agent in 20 seconds - and Gina Recipes, which crossed $1M of autonomous transaction volume in a single month.

agentsalgo tradingLLMs
02

On-chain execution infrastructure

Building the rails that let agents act with real capital across Polymarket, Hyperliquid and 12+ blockchains. Open-source tooling, a Gina skill on clawhub, and a multi-wallet prediction-market tracker built in a weekend with Lovable + Claude.

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03

Web3 payments & chain abstraction

Top 3 at the Monad NYC Hackathon (86 projects, 350+ builders) for OwnPay - an PayPal-style contactless payment layer for Monad L1. Previously CTO of Own.fun (now Siya.zone), featured by Messari in their Monad ecosystem map.

paymentsmonadownpay
04

AI inside large institutions

Four years at UBS as a Python backend engineer - most recently on Nucleus (AI capabilities for the Investment Bank) and previously on ARI, the in-house search engine, and the Digital Assets team researching Optimistic and zk-rollups (Optimism, Arbitrum, Linea, Polygon, zkSync, StarkNet).

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05

Mobile & on-device LLMs

Sole developer of NeuraStride - an agentic goal-setting app that breaks any aim into hyper-personalised daily quests for 6+ months. Launched on the UK App Store in 2023 (one of the first long-horizon agentic consumer apps) and peaked at #43 in Productivity out of 1.96M apps, published via Atlantis Elements, a company I co-founded at QMUL. Also shipped Snooze Stories, an on-device LLM bedtime story generator, and Curry Bird on iOS.

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