Work & projects
My client engagements and personal projects in AI integration, RAG, LLM and data.
Client work
Client engagements: AI integration, RAG, LLM, data engineering.

Pretto
Improvement of an unstable AI platform to remove service outages and make the teams' day-to-day reliable.
Key results
- 80 % -> 95 % uptime
- −50% worker load
2026
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Pretto
Automatic analysis of emails exchanged between brokers and banks to extract up-to-date mortgage rates. Internal tools are then updated automatically.
Key results
- 2,000+ emails analysed / month
- +20% accuracy on market rates
- Rates updated in under 1 min
2026
Read →Pretto
A central service that processes large volumes of documents with AI while cutting costs.
Key results
- 15,000+ LLM analyses per day
- −50% inference costs
- Reused by 10+ projects
2025
Read →Pretto
A system that spots a prompt's weaknesses from real cases on its own, then proposes and evaluates an improved version.
Key results
- 5h saved / week / person
- 75% of prompts improved automatically
2025
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Pretto
Refactoring the Langfuse evaluation platform so business teams can test their prompts via a Slack modal, with no Data team ticket and no waiting.
Key results
- 3× more use cases covered
- −80% production regressions
- +30% AI projects initiated by business teams
2025
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LiveSession
A tailored training programme to make the team fully autonomous with the delivered AI assistant.
Key results
- 4-module programme
- Team autonomous in 4 weeks
- 0 support tickets after 1 year
2025
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LiveSession
An assistant that answers questions from each client's own documents, with strictly isolated data hosted in Europe.
Key results
- Responses under 5 s
- 95% relevance
- 0 cross-client data leak
- Hosted in Europe (GDPR)
2025
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Solar Safety
An online training platform for the members of a sun-safety association, with self-service content management.
Key results
- Training space for 500+ members
- 100% self-managed content
- Secure access via one-time code
2025
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Doddee
Overhaul of a website's experience and navigation to make it clearer and better secure access.
Key results
- −40% steps on key tasks
- Secured user access
- Delivered on time
2025
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Médée
A model that automatically classifies businesses by sector to spot high-potential market areas.
Key results
- 91% accuracy
- Under 5% false positives
- Market gaps identified
2024
Read →Personal projects
Side projects and explorations: development, AI, data.

AI Podcast Generator
SaaS that turns blog posts, PDFs and notes into two-host podcast episodes in under 2 minutes.
2026
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Predictive model using Linear Regression to forecast stock prices.
2025
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Application to help middle school students on their homework using AI.
2024
Read →Pocket Imperium
Strategic board game in Java, with UML modelling and OOP design.
2024
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Collaborative development of a Python script that plays chess.
2023
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A showcase website for a photographer: reportages, online print sales and self-service publishing.
2023
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