PowerForecast Africa
TL;DR: Grid load forecasting using LSTM for West African solar microgrids.
AI Governance · Climate Tech · Data Sovereignty
Lionceau Clovis AGRE
I bridge advanced machine learning, climate action, and public policy with ISO 42001‑aligned governance. Production‑ready ML for low‑resource public systems.
About
AI Policy Research Team Lead & ML Engineer
I am currently the CAIDP AI Policy Research Team Lead (Jan 2026 - Present), where I lead research for the South Africa country assessment and contribute to the AI Democratic Value 2026 report. I specialize in producing risk-based governance analyses and translating complex standards like ISO/IEC 42001 into implementable recommendations for decision-makers.
Beyond policy, I am an active mentor at ANITI (France), where I encourage young women to pursue careers in AI ethics and digital governance. My technical work focuses on deploying machine learning solutions for climate action while ensuring strict data sovereignty.
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0+ Articles & Blogs
International Compliance & Standards
Expertise aligning global frameworks with technical implementation.
🇪🇺 EU AI Act
🏛️ CAIDP
⚖️ ISO / IEC Standards
🇺🇳 UNESCO AI Principles
🏰 Council of Europe (CoE)
🇺🇸 NIST AI RMF
📊 OECD AI Principles
🔒 Malabo Convention
Interactive & Deployed
Production-ready applications you can test instantly. No slides — working systems with exportable outputs.
v2.1.0
PowerForecast Live
Upload historical load data and get 24h predictions.
v1.0.4
GovAI Auditor
Check algorithmic bias in sample datasets.
v3.0.0
Curriculum Explorer
Interactive module browser and quiz engine.
Certifications & Credentials
A blend of technical engineering, legal compliance, and ethical AI governance.
ISO/IEC 42001 Lead Implementer
Standard management system for AI Governance.
GCP Professional ML Engineer
Google Cloud — Industrial scale ML deployment.
AWS Certified ML – Specialty
Alternative cloud for production ML.
IAPP CIPP/E
Information Privacy Professional/Europe — Data protection & compliance.
Oxford: AI Ethics and Society
Professional Certificate (Oxford Internet Institute) — Academic credibility.
Deep Learning Specialization
Andrew Ng / DeepLearning.AI + fast.ai — Advanced techniques.
ISO 50001 Lead Auditor
Energy Management — Credibility for climate/energy projects.
Microsoft Responsible AI
Practitioner Certification — Applied governance.
Stanford: AI and Policy
Center for Professional Development — Expert technical + policy combo.
Certified AI Governance Professional
AIGP / CAEGP — Technical/organizational governance.
Teaching & Mentorship
Speaker & Moderator
- India AI Impact Summit 2026
- ETSI AI & Data Conference 2026
- ANITI Days 2026 (Mentor)
- Climate & YOUth Summit
Trainer & Mentor
ANITI (Toulouse, France)
Mentoring girls in AI ethics and digital governance.
AIESEC AI Initiation Program
Summer AI School (Benin)
Designed training modules linking AI literacy to local job pathways.
Media & Publications
Featured Paper
Data Sovereignty in the Age of Climate AI
An analysis of cross-border data flows for climate modeling in the Global South.
Read PDF → Podcast
The Future of Public AI
Guest appearance on Tech Policy Hour discussing ISO 42001.
Speaker Reel & Keynotes
Recent Keynotes
- AI for Good Summit 2025
"Governance as Code: Implementing ISO Standards" - Climate Tech Week
"Predictive Maintenance for Renewable Grids"
90s Speaker Reel
Portfolio Pack
This single PDF dossier contains my CV, detailed project case studies, certification proofs, and key endorsements. Download it to share with recruiters or organizers.
Fellowship Application Pack
Includes CV, Research Statement, and Governance Analysis.
Global Validation
What global leaders say about Lionceau.
"Lionceau possesses a rare combination of technical rigor in ML and a deep understanding of policy frameworks. His work on ISO 42001 alignment is ahead of the curve."
Policy Director
LinkedIn Profile "A dedicated leader who brings practical climate solutions to the table. Lionceau's energy forecasting models are robust and deployable."
Executive Director, AFYEL
LinkedIn Profile "Lionceau's ability to translate complex legal requirements into technical specifications is unmatched."
Legal Researcher
LinkedIn Profile "Working with Lionceau on the data infrastructure project was seamless. He delivers clean, scalable code."
Data Engineer
LinkedIn Profile "His insights into AI ethics in the Global South are profound and necessary for the future of regulation."
AI Ethics Researcher
LinkedIn Profile "Lionceau is a fantastic collaborator. He understands the nuances of international development projects."
Project Manager
LinkedIn Profile Get in Touch
Available for consulting, fellowships, and speaking engagements.
Direct Contact
Newsletter
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