Work

Designing and implementing autonomous LLM-backed agent stacks for structured knowledge acquisition and automated decision pipelines.

• Agentic AI architectures (single- and multi-agent).
• Orchestration kits: task decomposition, routing, durable memory contracts.

• Agentic AI
• LLM
• RAG
• GenAI

AI strategy plus hands-on platforms for multimodal search, inspiration retrieval, contextual content.

• Company-wide IA roadmap anchored to monetizable search moments.
• Multimodal embeddings (image + text) at scale.

• Multimodal
• OpenSearch
• RecSys
• GenAI

Fraud, synthetic-media, abusive-content detection backed by NLP + behavioral signals.

• Semantic NLP classifiers tuned for nuanced policy targets.
• Behavioural anomalies for detecting coordinated bot activity.

• NLP
• Safety
• Fraud

Conceived and built the computer-vision MVP that originated the company — cookieless contextual advertising with proprietary AI.

• End-to-end MVP development (computer vision + product contextualisation) — 0-to-1 validation.
• Technology that enabled ×3 CTR, ×4 Brand Awareness for fashion and editorial clients.

• Computer Vision
• AdTech
• 0-to-1
• Founding

Vision + NLP product models for garment understanding in the wild.

• CNN + NLP garment recognition architectures.
• Multimodal classification (visual + textual metadata).

• Computer Vision
• Multimodal

Consulting-grade delivery of predictive & vision workloads.

• Personalised recommender stacks (sequence + topic hybrids).
• Industrial QA vision for defect spotting.

• RecSys
• Vision
• AWS