Real projects, real results.
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In-depth case studies
Detailed architecture and complete technical analysis.
Global Consumer Review Intelligence
Three coordinated Vertex AI pipelines that scrape product reviews, harmonise product identities via embeddings and deliver multilingual sentiment signals into BigQuery.
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Sales Visit Optimization Engine
Weekly ML pipeline that detects under-indexed SKUs and delivers 30 priority visit recommendations to each sales rep every Monday, fully automated on Azure.
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Automated Invoice Classification
LLM pipeline that reads invoice emails, classifies each document via few-shot learning and updates Eloficash in real time, with a human review dashboard.
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Secure AI Assistant & Agentic Orchestration
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.
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5G Throughput Optimisation via Analytical Models
Development of innovative analytical solutions in Python/C++ based on clustering, optimisation and probabilistic models to significantly increase 5G throughput.
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Automated Translation Editing with Agentic RAG
Agentic RAG system for automated translation editing and revision. Document ingestion pipeline, semantic retrieval and augmented generation to ensure terminological consistency and translation quality.
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AI Film Discovery via Music
From a Spotify track, the system fetches the lyrics and audio data, has an LLM analyse the themes, finds related films (soundtracks, web search), checks their streaming availability via JustWatch, then ranks the results by embedding similarity between the lyrics and film synopses.
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Codification Automation & Report Generation
Web platform for Institut Viavoice: AI-assisted coding of open-ended questions (code plan generated in parallel batches, coding, validation, Excel export), extraction of result tables from Excel, chart suggestions and generation of PowerPoint decks with native charts.
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CAWI Survey Programming from a Word Questionnaire
CAWI survey programming tool: a Word questionnaire is imported by AI (Claude or GPT) and converted into a structured survey (routing, rotations, termination rules). Screen editor, quotas, respondent links, response tracking, analysis and standalone HTML export.
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Data Engineering for a Retail Big Data Start-up
Data engineering for Aware, a Brussels retail big data start-up: collecting, structuring and making retail data reliable for analytics.
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AI Assistant for Restaurant Discovery
Conversational assistant deployed in production for TheFork: users describe what they want in natural language and get relevant restaurants based on context, real-time availability and preferences, with LLM monitoring.
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Prototype built for PwC: the stand-up as a conversation, with sprint dashboard, blockers ranked by priority and history. Interactive mock-up with sample data.
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Multi-agent Newsletter (LangGraph)
Internal project: an agent graph collects AI news (blogs, arXiv, Reddit, Substack), clusters articles by topic, spots trends and writes the newsletter.
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