Real projects, real results. Architecture, methodology and impact for each engagement.
Detailed architecture and complete technical analysis.
Three coordinated Vertex AI pipelines that scrape product reviews, harmonise product identities via embeddings and deliver multilingual sentiment signals into BigQuery.
Weekly ML pipeline that detects under-indexed SKUs and delivers 30 priority visit recommendations to each sales rep every Monday, fully automated on Azure.

LLM pipeline that reads invoice emails, classifies each document via few-shot learning and updates Eloficash in real time, with a human review dashboard.

LLMOps Lead on Secure GPT, an internal generative AI conversational assistant. Ingestion, inference and LLM evaluation pipelines. Autonomous multi-agent orchestration for claims handling with Agent-to-Agent (A2A) communication.

Development of innovative analytical solutions in Python/C++ based on clustering, optimisation and probabilistic models to significantly increase 5G throughput.

Agentic RAG system for automated translation editing and revision. Document ingestion pipeline, semantic retrieval and augmented generation to ensure terminological consistency and translation quality.
A selection of our recent work.

AI Film Discovery via Music
Recommendation engine that analyses the musical DNA of your tracks and matches them with films sharing the same atmosphere, via multimodal embeddings.
Codification Automation & Report Generation
AI integration into a market research institute's workflows: automatic codification, topic extraction, insight extraction from large reports, automated chart generation and PowerPoint presentation creation.
AI Assistant for restaurant discovery
Conversational AI assistant deployed in production for restaurant discovery and booking, with LLM monitoring.
Daily Scrum Assistant
Bot that automates daily stand-ups, collects team updates, synthesises blockers and generates sprint reports.
Multi-agent Personalised Newsletter
Multi-agent system that monitors online news sources, classifies articles and automatically writes a personalised newsletter, from curation to delivery.