Mindful Machine

Make AI useful. Make it operational.

Prioritize use cases, assess readiness, define governance, and turn AI ambition into an executable roadmap.

Building

Media intelligence

LeLogos

AI-assisted media critique: sophism analysis, speaking-time measurement, and the mechanics behind public discourse.

SophismsSpeaking timeMedia critique
Building

Creator economy

TAGMAT

A mutual-support network where creators turn genuine peer engagement into sustainable organic reach.

CreatorsOrganic trafficMutual support
Nedjmeddine Allab, founder of Mindful Machine

Nedjmeddine ALLAB Founder

FoundationComputer Science
ResearchPhD · Applied Statistics
Practice10+ years · Data & AI

Substantial machine-learning and AI experience across energy, advertising, telecommunications, luxury, and aviation, paired with a strong commitment to knowledge transfer and pedagogy.

Doctoral research at EDF R&D and UPMC, supervised by Professor Gérard Biau, focused on time-series segmentation, outlier detection, and change-point methods for European electricity demand and pricing.

The career path spans statistical modelling, deep learning, generative AI, responsible AI, and end-to-end product delivery. Work across these industries has consistently connected technical depth with operational constraints, domain expertise, and products designed for real use.

Transmission is a parallel thread: five years teaching Machine Learning and AI at master’s level at Université Paris Descartes, with curriculum design spanning mathematical foundations, optimization, machine learning, deep learning, and student research supervision.