Emmanuel KUIDJO

Staff AI/ML Engineer | MLOps, LLMOps, LLM, Agents

Salary / Daily rate

Paris, France

Freelance

Can come onsite

Skills

Machine LearningLLMs / Large language modelsAIDesign ThinkingPythonBig DataRscikit-learnSQL QueriesGitHubClean CodeData EngineeringTypescriptFlaskGitGitLabGrafanaJavascriptNumPypandasTensorFlowAzureDevOpsETLPyTorchAWSPrometheusGoogle Cloud PlatformData ScienceTerraformDockerPostmanLinuxProduct StrategyKubernetes

Languages

French (Native)English (Fluent)German

About me

Intro

AI/ML Tech Lead with PhD and 10+ years driving enterprise AI solutions across MLOps, LLMOps, and intelligent agents. Currently leading AI initiatives at AXA while founding ECHAILON, with proven expertise in deploying scalable ML systems at Devoteam and research background at CEA. Specialized in end-to-end ML pipeline architecture, NLP, and transforming complex business challenges into production-ready AI solutions.

Links

Work experience

Staff AI/ML Engineer

BforBankFreelance

Jan 2026 - Present

10 months

Paris, France

  Led the AI engineering team : technical leadership through mentoring, code reviews, architecture reviews, technical planning and decision-making, and team enablement.   Feature estimation, and delivery coordination while representing the engineering team in management discussions, defending technical decisions, delivery trade-offs, and team capacity.   Defined engineering standards, architecture guidelines, code quality practices, security and maintainability rules.   Designed and evolved backend architectures for internal and client-facing AI applications.   Built Python backend services integrating GenAI components such as LLMs, RAG, AI agents, business tools, and AI workflow orchestration. Built TypeScript frontend services.   Contributed to several production-oriented GenAI applications in a demanding banking context.   Key projects: * BFB GPT: internal ChatGPT-like application for BforBank employees, including conversational chat, business tools such as BigQuery and Jira, RAG, and AI agents. * Augmented Claims Processing: agentic application assisting advisors in analyzing customer complaints and drafting contextualized responses by retrieving and analyzing internal data from multiple data sources. * Customer Request Assistance: chatbot integrated into the BforBank application, enabling users to query the company knowledge base and be redirected to advisors when needed.

Founder

ECHAILON

Aug 2025 - Present

1 year 3 months

7620 Paris, Denmark

Staff AI/ML Engineer

AXA Group OperationsFreelance

Aug 2024 - Present

2 years 3 months

Paris, France

  Spearheaded the AI technical roadmap and contributed to governance & standardization frameworks to ensure scalability, security, and ethical compliance across the Group.   Designed and implemented reusable MLOps & LLMOps templates adopted across AXA entities, streamlining model training, deployment and lifecycle management.   Contributed to cross-entity task forces to define and implement best practices for RAG & Agent industrialization, MCP performance & security, and LLM evaluation & governance.   Oversaw and supported AXA entities in designing and building RAG & Agent Use Cases   Delivered advanced training programs in Machine Learning & Generative AI to AXA teams, enhancing technical capabilities and adoption of AI solutions.   Cultivated the technical growth of the AI community: mentored engineers, promoted best practices, and fostered cross-team collaboration.   Collaborated cross-functionally with AXAs lead engineer community to surface AI needs, share achievements, and influence key strategic technology decisions.   Maintained a holistic view of AI initiatives across entities, identifying synergies, gaps, and opportunities.

Founder - CTO

AntlerFreelance

Oct 2023 - Mar 2024

6 months

Devoteam A Cloud

Dec 2020 - Dec 2023

3 years 1 month

7620 Paris, Denmark

Lead ML Engineer | MLOps Engineer

Dec 2021 - Dec 2023

2 years 1 month

7620 Paris, Denmark

Lead Data Scientist | ML Engineer

Dec 2020 - Dec 2021

1 year 1 month

Research Scientist

CEA

Sep 2016 - Dec 2019

3 years 4 months

91400 Saclay, France

Research Scientist

LIMSI

Apr 2016 - Aug 2016

5 months

91400 Orsay, France

Engineer

Safran

Dec 2014 - Dec 2015

1 year 1 month

77550 Moissy-Cramayel, France

Engineer

Air Liquide

Mar 2014 - Aug 2014

6 months

78350 Les Loges-en-Josas, France


Education

Aix-Marseille University

Doctor of Philosophy - PhD, Modeling and Simulation, Engineering Science

Université Paris-Saclay

Master's degree, Applied Mathematics

Polytech Lille

Engineer's degree, Mathematics, Statistics, Probabilities

Ecole Nationale Supérieure Polytechnique de Yaoundé

Engineer's degree, Mechanical Design

Université Paris-Saclay

Master's degree, International Strategy and Management


Licenses & certifications

Certified SAFe® 5 Product Owner/Product Manager

Issued: Jan 2023

Certified by SAFe by Scaled Agile, Inc.

Microsoft Certified: Azure Administrator Associate

Issued: Nov 2022

Certified by Microsoft

Professional Scrum Product Owner II (PSPO II)

Issued: Oct 2022

Certified by Scrum.org

Google Cloud Professional Machine Learning Engineer

Issued: Feb 2022

Certified by Google

Google Cloud Professional Cloud DevOps Engineer

Issued: Feb 2022

Certified by Google

Google Cloud Professional Cloud Architect

Issued: Feb 2022

Certified by Google

CKAD: Certified Kubernetes Application Developer

Issued: Aug 2021

Certified by The Linux Foundation

AWS Certified DevOps Engineer – Professional

Issued: Jan 2021

Certified by Amazon Web Services (AWS)

AWS Certified Solutions Architect – Professional

Issued: Nov 2020

Certified by Amazon Web Services (AWS)

Natural Language Processing Specialization

Issued: Sep 2020

Certified by DeepLearning.AI

Google Cloud Professional Data Engineer

Issued: Aug 2020

Certified by Google

Microsoft Certified: Azure Data Engineer Associate

Issued: Aug 2020

Certified by Microsoft

AWS Certified Data Analytics – Specialty

Issued: Aug 2020

Certified by Amazon Web Services (AWS)

Microsoft Certified: Azure Data Scientist Associate

Issued: Feb 2020

Certified by Microsoft

AWS Certified Machine Learning – Specialty

Issued: Jan 2020

Certified by Amazon Web Services (AWS)

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