Freelancer profile translated to English.
Back to original languageAbout Rémi
Founder of DCID Consulting, I have been supporting impact-driven organizations for over 20 years in their data & AI transformation — from technical implementation to full team autonomy.
My focus:projects where data has concrete consequences on lives, territories, and ecosystems. Health & medico-social, education & training, public sector & local authorities, environment & ecological transition.
What I bring:
— Implementation of data & AI solutions: architecture, pipelines, ML in production, applied LLMs
— Training and skills transfer: your teams will master the tools after my assignment
— Strategic consulting: from scoping to architecture choices, to data governance
Some references:
✦ INRAE — Environmental health spatial analysis platform (100M+ data points, Python, PostgreSQL, Leaflet)
✦ Malakoff Humanis — Data & AI innovation in social protection (data pipeline and AI models)
✦ Greta Val de Loire × Simplon — Lead AI trainer, Grande École du Numérique program
✦ Lig'Air — Air quality monitoring, open data Centre-Val de Loire
✦ Wild Code School, OpenClassrooms — Data science training and mentoring
Each assignment includes skills transfer — you will be autonomous after my departure. This is my commitment, not an option.
English
Fluent
French
Native or bilingual
Can work on-site
Orléans (up to 50km), Paris (up to 30km), Tours (up to 50km)
Experience
- ISC Paris
On Malt
Trainer Python Programming - Clean CodeEDUCATION AND E-LEARNINGMarch 2026 - April 2026 (1 month)Orléans, FranceDesign and delivery of aClean Codemodule for Master 2 Data & Strategy students (7 hours).**Deliverables produced**: 2 interactive presentations, 2 Jupyter notebooks (exercises with blanks + trainer's solutions), 2 cheat sheets, synthetic e-commerce dataset with intentional quality issues (~5000 lines).**Approach**: active learning through practice on real cases — data auditing, refactoring legacy code, NumPy style documentation, regular expressions.**Result**: very positive feedback. The alternating students highlighted the immediate applicability of the concepts in their company assignments — a key indicator of successful skills transfer. - Technopole Orléans - Lab'IALead Data ScientistCONSULTING AND AUDITSApril 2024 - December 2024 (8 months)Orléans, France- Development of the client portfolio in Data Science and AI, contributing to significant business growth- Leading a team of Data Scientists and driving innovative AI projects, ensuring operational excellence and client satisfaction- Design and deployment of advanced data-driven solutions, transforming data into performance levers for organizations- Conducting Data Science and AI training sessions, accelerating companies' digital transformation
- InraeData ScientistPUBLIC SECTORJanuary 2023 - June 2025 (2 years and 5 months)Tours, FranceEnvironmental health spatial analysis on over 100M data points. Design and development of an automated processing pipeline in Python, PostgreSQL storage, regional-scale spatialization AI component, and interactive mapping with Leaflet. Result: analyses produced in a few days instead of several weeks.
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Education
- DU Big Data AnalystUniversité Paris Descartes2017STOCKAGE MASSIF DE DONNEES • Bases de données relationnelles VLDB, Bases de données mémoire • Stockage dans le cloud, dans l’éco-système Hadoop • Environnement de type « data lab » (data mining agile) DECISIONNEL TEMPS REEL • Complex Event Processing (CEP) : flux de données, requêtes sur flux, fenêtrage … • Tableaux de bord dynamiques, alarmes • Méthodes de fouille, Visualisation FOUILLE DE DONNEES COMPLEXES • Sources de données complexes : séries temporelles, données spatiales, texte • Pré-traitements des données complexes • Méthodes de fouille, Visualisation, Applications FOUILLE DU WEB ET DES RESEAUX SOCIAUX • Sources et formats des données du web, Extraction • Structures et propriétés statistiques des grands graphes • Algorithmes de fouille des graphes des réseaux sociaux (statique, dynamique) • Visualisation QUALITE, SECURITE ET CONFIDENTIALITE DES DONNEES • Gestion et outils de la qualité des données • Sécurisation • Gestion des données personnelles (CNIL), Anonymisation
Certifications
- CIR Accreditation - Research Tax CreditMinistry of Higher Education, Research and Innovation2018
- CII Accreditation - Innovation Tax CreditMinistry of Higher Education, Research and Innovation2018