Experience

AI Engineer

• Built a multi-agent Digital Assistant performing automated research, insight generation, summarisation, DB operations and mailing workflows - reducing manual effort by more than 40%.
• Designed and deployed MCP servers for an internal Generative AI platform, enabling modular agent orchestration and faster integration of new capabilities.
• Engineered a prototype unstructured-data pipeline to digitise 10,000+ legacy PDF documents with complex structure for downstream AI/analytics.
• Ran Root-Cause-Analysis research on flight fuel-consumption data, producing actionable insights.

AI Programmer / Technical Lead (Part-time)

• Led a six-person team; mentored members and performed code reviews for scalability and performance.
• Designed a RAG-powered NPC dialogue system leveraging LLMs for context-aware, lore-accurate responses.
• Built behaviour and state trees for NPCs in an open-world RPG, delivering a modular AI system.

Trading Assistant (Part-time)

AI Software Engineer

• Engineered a synthetic data generation pipeline in Unreal Engine, producing 80,000+ samples for deep-learning pose estimation.
• Created a 3D humanoid key-point annotation tool, cutting manual labelling effort by 60%.
• Developed XR plugins and optimised VR systems, improving load times by 40%.
• Added OpenXR support to Sony's Spatial Reality Display SDK, improving interoperability.

AI Software Engineer

• Trained reinforcement-learning agents for NPC decision-making in indie games.
• Built and containerised backend servers (TypeScript, Go) for real-time multiplayer games, deployed on Kubernetes.
• Developed admin dashboards for live A/B testing.

Application Development Analyst

• Contributed to the migration of 52 finance applications (Java) between organisations as an L2 engineer.
• Automated routine tasks with Python/shell to maintain quality control during migration peaks.