Projects

Founder & CEO of Resonate AI Ltd., an AI-driven platform that assesses and improves corporate sustainability reporting, with NLP and retrieval-augmented generation pipelines applied at scale to corporate disclosures.

• Compliance and benchmarking applications across major reporting frameworks
• Analysis of large corpora of corporate sustainability reports (200,000+ reports; 15,000+ companies)
• Partnerships including GRI, UN Global Compact, King's College London, KPMG, and FTSE 350 teams

Founder of KouLi, an AI-powered interview and communication training platform that combines real-time voice interaction with retrieval-augmented generation to deliver highly tailored, high-pressure practice environments.

• Multimodal analysis of user responses (text + audio) to assess clarity, structure, and delivery
• Dynamic interview generation using CV and job description grounding
• Real-time feedback on confidence, coherence, and answer quality using structured scoring models
• Applications across job interviews, executive communication, and public speaking training

Co-founder of x.Machina, a global AI governance intelligence platform designed to map, analyze, and interpret national AI strategies, regulatory frameworks, and policy instruments.

• Curated corpus of AI governance documents across jurisdictions, with structured metadata and version tracking
• Comparative analytics of national strategies, regulatory approaches, and policy diffusion
• Integrated “Ask AI” interface for querying governance trends, risks, and institutional design
• Bridging academic research and applied policy intelligence for governments, firms, and researchers