Applied AI and data systems

Hi, I'm Amadou

I design and ship AI systems where data, models and product constraints meet: guarded LLM agents, data platforms and applied machine learning built for real delivery.

Agentic AIData platformsApplied MLOpen source

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Case studies

Selected work

Applied AI, data and machine learning systems, presented as delivery case studies instead of isolated demos

Tessera

A guarded agentic AI system for regulated banking support

LangGraphGuardrailsAuditFR/DE/EN

30 mai 2026

AI EngineeringAgent Safety

AI Skin Cancer Detection Challenge

Detects skin cancer from 3D total-body images with a high-sensitivity model

TensorFlowCNNpAUCMedical AI

March 24, 2025

Data ScienceDeep Learning

Music Recommendation System

Ranks songs from listening behavior to generate personalized recommendations

SurpriseScikit-learnLightFMRanking

June 30, 2024

Data ScienceMachine Learning

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Follow the work

AI engineering, data platforms and applied machine learning, shared through practical case studies and shipped systems

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