Jo BAEYAERT
@jobaeyaert
I lead production AI, data platforms, and governed enterprise LLM systems.
What I'm looking for
At Acolad Group, I lead AI strategy, production AI products, the enterprise data platform, and AI governance across Lia LLM, Evaluate and Correct, Lia Agents, and Lia Live. My work supports enterprise localisation in regulated medical, life sciences, legal, and public-sector settings.
I’ve led proprietary translation models, independent quality evaluation, agentic systems, and real-time AI interpreting, while establishing rigorous release gates, human-grounded evaluation, observability, and EU AI Act and GDPR readiness. AI-first products I’ve helped deliver at Acolad contribute more than EUR 5 million in revenue.
Previously at New Work SE, I built and led a 40-plus-person Data Hub and tied AI and data strategy to approximately EUR 27 million in annual run-rate savings and EUR 15.5 million in growth initiatives. I also shipped recommender, personalization, semantic retrieval, and RAG platforms for XING.
My background combines hands-on machine learning, multilingual NLP, data-platform engineering, research, and executive leadership. I build from proof of concept to production, with a focus on measurable quality, commercial outcomes, and evidence-based governance.
Experience
Work history, roles, and key accomplishments
Executive owner of AI strategy, production AI products, engineering, enterprise data platform, and AI governance for the group's AI portfolio, serving enterprise localization in regulated domains. Led development of proprietary translation LLMs, agentic runtime, evaluation platform, and real-time interpreting platform, contributing to over EUR 5 million in revenue.
Founder and Principal Researcher
MM Studio Lda
Oct 2024 - Present (1 year 10 months)
Independent applied AI research and creative-technologies lab, delivering agentic, retrieval and recommendation prototypes and executive advisory for European clients. Built a semantic job-search application with multi-agent LLM orchestration and hybrid retrieval.
Principal, Technology Strategy and Research
New Work SE
Apr 2024 - Apr 2026 (2 years)
Owned company-wide AI and data strategy tied to P&L during a major corporate restructuring, delivering approximately EUR 27 million in annual run-rate savings and EUR 15.5 million in growth initiatives. Shipped recommender, personalization, semantic retrieval and RAG platforms on the enterprise data stack.
Head of Data Excellence Center
New Work SE
Dec 2022 - Apr 2024 (1 year 4 months)
Built and led a Data Hub of more than 40 people, defining operating model, roles, talent strategy, budget framework, governance, and KPI/OKR system. Shipped recommender, personalization, semantic retrieval and RAG platforms, improving relevance and reducing latency.
Senior Project Manager and Business Analyst
New Work SE
Jan 2022 - Jan 2023 (1 year)
Owned company-wide AI and data strategy tied to P&L during a major corporate restructuring, delivering approximately EUR 27 million in annual run-rate savings and EUR 15.5 million in growth initiatives. Built executive decision and reporting assets that reduced manual reporting effort by 55%.
Scaled a multilingual NLP and ML engineering team from 4 to 23 people across three continents in 12 months. Led query understanding, ranking and localized experience across more than 23 languages, linked to more than USD 400 million in quarterly Ads revenue.
Senior Data Scientist and Project Leader
Centre for Marine Sciences
Apr 2018 - Dec 2019 (1 year 8 months)
Led grant-funded quantitative research programs in movement and fisheries ecology, cognitive and behavioural modelling of elasmobranchs, coordinating international teams across four institutions. Built reproducible end-to-end analytical and machine-learning pipelines.
Data Scientist and Project Leader
University of the Azores
Jul 2016 - Apr 2018 (1 year 9 months)
Led grant-funded quantitative research programs in movement and fisheries ecology, cognitive and behavioural modelling of elasmobranchs, coordinating international teams. Built reproducible end-to-end analytical and machine-learning pipelines.
Data Scientist and Project Leader
Bimini Biological Field Station Foundation
Jan 2016 - Jul 2016 (6 months)
Led grant-funded quantitative research programs in movement and fisheries ecology, cognitive and behavioural modelling of elasmobranchs. Built reproducible end-to-end analytical and machine-learning pipelines.
Research Intern
Universidade do Algarve
Jul 2014 - Jul 2016 (2 years)
Research internship in marine biology, contributing to quantitative research programs.
Junior Construction Coordinator
Manpower France
May 2011 - Dec 2011 (7 months)
Coordinated construction projects, ensuring timely delivery and compliance with safety standards.
Junior History Specialist
Département de la Haute-Vienne
May 2010 - Sep 2010 (4 months)
Specialized in historical research and documentation for the department.
Junior Education Specialist
Limoges Métropole
May 2009 - May 2010 (1 year)
Supported educational programs and initiatives within the metropolitan area.
Education
Degrees, certifications, and relevant coursework
University of Algarve
Master of Science, Marine Biology and Biological Oceanography
2014 - 2016
Grade: Cum laude
MSc with Honours in Marine Biology and Biological Oceanography, graduated Cum laude and Merit Scholar. Thesis on movement ecology and personality of juvenile lemon sharks.
Pierre and Marie Curie University
Postgraduate Degree, Marine Sciences
2014 - 2014
Postgraduate degree in Marine Sciences.
Université Paul Sabatier Toulouse III
Bachelor of Science, Biology
2011 - 2014
BSc in Organisms, Populations and Ecosystems Biology.
Université Paul Sabatier Toulouse III
Bachelor of Applied Science, Applied Science
2011 - 2013
Bachelor of Applied Science (BASc).
University of Oslo
Visiting Studies, Aquatic Biology and Limnology
2013 - 2013
Visiting studies in Aquatic Biology and Limnology.
University of Limoges
Bachelor of Arts, Humanities
BA in Humanities (CPGE).
Tech stack
Software and tools used professionally
GitHub
Kubernetes
GitHub Actions
PostgreSQL
MongoDB
Node.js
Redis
TensorFlow
PyTorch
MLflow
scikit-learn
DeepSpeed
Kafka
FastAPI
MongoDB Atlas
OpenTelemetry
Elasticsearch
OpenSearch
Kafka Streams
Airflow
Toolkit
GuardRails
SQL
XGBoost
Qdrant
Ollama
BentoML
vLLM
Agentic
Faiss
Effect
Metaflow
Durable
Factory
KEDA
Method
LLaMA-Factory
Movement
Phrase
ChatGPT
X++
Availability
Location
Authorized to work in
Job categories
Skills
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