AI Engineer | Python & Smart Contract Developer | DeFi Infrastructure
Software engineer with three years of production experience across AI automation, Python data pipelines, and smart contract development. Currently building AI solutions for enterprise clients at Inference Group. Previously built trust infrastructure for autonomous agents at Lyneth Labs and institutional vault infrastructure at Orion Finance.
Current Focus: AI automation for enterprise workflows, ERC4626/ERC7540 vault architecture, on-chain quantitative analysis, agentic AI systems.
Technical AI Analyst | Inference Group
August 2026 - Present
Building AI automation solutions for enterprise clients including Nuffield Health across theatre screening, social media operations, and internal workflows.
- Leveraging Claude Code, Cursor, and OpenAI APIs for rapid prototyping and deployment of production AI pipelines
- Leading client requirements gathering and technical scoping with stakeholders across multiple accounts
Co-Founder | Lyneth Labs
May 2025 - August 2026 | Backed by $20K from Venice AI
Built the trust infrastructure layer for autonomous AI agent economies on ERC-8004 registries.
- Built automated on-chain data ingestion pipelines in Python scraping wallet transaction histories, gas spend, and behavioural signals from ERC-8004 registries via REST API and RPC calls, storing structured outputs in AWS S3 and PostgreSQL
- Designed a discrete-time dynamical trust engine modelling agent interactions as virtual games with logarithmic economic weighting and a Zero-Trust Sybil-Filter
- Implemented wallet clustering and anomaly detection using on-chain metrics (balance history, wallet age, gas spend) to classify behavioural archetypes and detect coordinated attack signatures
Smart Contract Developer | Orion Finance
November 2025 - June 2026
Built ERC4626/ERC7540 vault infrastructure for institutional DeFi portfolio management.
- Developed modular vault factory with strategy adapters connecting to Uniswap, Morpho, Aave, Lido, and Yearn
- Built Python pipelines using web3.py, pandas, and numpy to scrape on-chain capital flows via RPC and REST API calls across Morpho Blue, Aave, and Uniswap
- Computed Sharpe, Sortino, and Calmar ratios, inverse volatility weighting, VaR, CVaR, maximum drawdown, and rolling volatility across multi-protocol vault positions; conducted Spearman correlation analysis to surface hidden concentration risk
Full Stack Developer | Bond.credit
August 2025 - November 2025
Built crypto-native credit infrastructure for autonomous agents.
- Developed Python credit scoring algorithms processing agent transaction histories and wallet behaviour datasets, integrating iExec TEE for privacy-preserving off-chain computation
- Built REST API backend services connecting off-chain computation to on-chain state, handling data validation, serialisation, and automated pipeline orchestration
Final Year Project, 2025-2026
End-to-end Python ML pipeline for automated smart contract security analysis.
- Built Python ML pipeline processing 10k+ Solidity contracts using HuggingFace, PyTorch, and scikit-learn; fine-tuned BERT-base achieving F1=0.996; benchmarked CodeBERT QA against Qwen2.5-Coder 480B zero-shot and 7B LoRA fine-tuning
- Designed three-stage audit pipeline with OpenAI-compatible REST API calls, batched request handling, and RAG-style retrieval over contract embeddings via FAISS; stored checkpoints and datasets in AWS S3
- Discovered two genuine vulnerabilities in Orion Finance production contracts
CodeGene | Encode AI Hackathon 2025 🥇 1st Place Nethermind Bounty | AI-powered smart contract security platform using AWS Bedrock and LLM APIs to automatically generate and execute exploit code. Evolved into Lyneth Labs with $20K Venice AI grant. Live Demo
GuardFi | Encode London AIxWeb3 2024 🏆 $3,500 in Bounties | Decentralised insurance platform using AI risk assessment APIs and automated cross-chain data verification.
AssetXchange | ETH Oxford 2024 🏅 Main Track Winner | No-code platform for tokenizing real-world assets onchain.
Languages: Python, Solidity, TypeScript, SQL
AI & Cloud: Claude Code, OpenAI API, Azure, Cloudflare, AWS (S3, Bedrock, Lambda), RAG pipelines, FAISS, LangChain, LLM API integration
Python & Data: Python, pandas, numpy, web3.py, scikit-learn, HuggingFace, PyTorch, SQL, PostgreSQL
Backend & Frontend: Django, REST APIs, Node.js, TypeScript, React.js, Docker, Git, Linux
Blockchain: Solidity, Hardhat, Foundry, ERC4626, ERC8004
BSc Computer Science | University of Southampton August 2023 - May 2026
Key Modules: Algorithms, Machine Learning, Databases, Distributed Systems, Software Engineering