I'm a third-year Computer Science with Cyber Security student at the University of Southampton. I like building with agents and Eth. Currently exploring ERC8004.

Trust infrastructure for agentic economies

• Building decentralized systems that enable verifiable trust when agents replace intermediaries, funded by a $20,000 grant from Venice AI
• Developing infrastructure on top of ERC-8004 registries for identity, reputation, and validation
• Analyzing feedback history, owner wallet patterns, and interaction quality to surface meaningful reputation signals
• Building comprehensive protection mechanisms: sybil resistance, griefing protection, and validation systems
• Working with early partners across DeFi and agent infrastructure

Contributing to Agent0 SDK for semantic agent search and trust-rating systems

• Semantic search service for ERC-8004 agents using Subgraph, Cloudflare Workers, Venice AI embeddings, and Pinecone vector storage
• Automated indexing system with cron-based sync, queue-based processing, and D1 state management
• Contributed semantic search integration to the TypeScript SDK with filter conversion utilities, response mapping, and multi-chain search capabilities
• Standardized search API compliant with AG0 Semantic Search Standard

In-progress research into how we can trust agents on the ERC8004 registry

• Creating economic incentives for giving high quality feedback for agents
• Exploring how to identify spam and prevent sybil attacks
• Building a custom implementation of GLICKO for relative rating of agents and reviewers

AI-powered smart contract security toolkit

• LLM-generated penetration tests & vulnerability detection
• Static & dynamic audits for Solidity & Rust contracts
• NFT-backed insurance certificates for audits
• Integrates with Hardhat for local testing
• Prize: Nethermind "Create your Agentic Future" Bounty – Encode AI 2025

Semantic search engine for discovering & verifying ERC-8004 agents

• Vectorized embeddings of agent cards using Venice AI + Pinecone vector database
• A2A search API with x402 payment integration for agent-to-agent queries
• Trust scoring using ERC-8004 Reputation Registry data
• Optimistic DAO staking & feedback verification system for agent legitimacy
• Frontend demo with chatbot for semantic agent discovery
• Prize: Arbitrum Foundation Bounty – Encode London 2025

NFT-collateralized lending on XRP Ledger

• Transferable & divisible loan positions as NFTs
• Bond-like instruments for fractional trading
• Built at Ripple x EasyA Hackathon, London 2024
• Prize: Technical Track Finalist

Decentralized LLM compute marketplace

• Run LLMs on idle hardware and earn USDC
• Inference API backed by optimistic protocol
• Token-based job marketplace on-chain
• JavaScript SDK for quick integration
• Oracle pricing using Flare Time Series Oracle

Engineering Intern – 0em Labs (Jun 2025 – Sep 2025)

• Built usage-based LLM payment systems with Privy-backed per-call billing
• Developed custom ERC-4337 smart contract wallets & wallet-less onboarding flows
• Created custodial wallet SDK with delegated execution & on-chain rate limits
• Implemented X402 monetization for MCP providers on Cloudflare Workers

BEng Computer Science with Cyber Security – University of Southampton

• Expected graduation: July 2026
• Year 3 (Current)
• Relevant coursework: Network Security, Cryptography, Software Engineering, Algorithms & Data Structures
• Final Year Project: working on a smart wallet system using EIP7702

• $20,000 grant from Venice AI (Lyneth)
• Nethermind "Create your Agentic Future" Bounty – CodeGene (Encode AI 2025)
• Arbitrum Foundation Bounty – CompassDAO (Encode London 2025)
• Mainline Track Winner – AssetXChange (ETH Oxford 2024)
• Technical Track Finalist – XRPLendNet (Ripple x EasyA 2024)

• Trusted Execution Environments (TEE) for agents
• Defi generally
• Cross-chain agent communication protocols

• Building agent stuff
• Exploring use cases for ERC-8004
• Hackathon teams with cool ideas

Website • Email • LinkedIn

Last updated: December 2025