Marie Viardot Arnoux

Quality Assurance Lead | AI/ML Testing & Compliance

Salary / Daily rate

38160 Saint-Marcellin, France

Mobility: Grenoble

Freelance, open to permanent contract

Can come onsite

Skills

AITesting & QAProject Management (PMO)CybersecurityTest Driven DevelopmentGitGitLabTest DesignLLMs / Large language modelsDockerAgile CoachingScrumConfluenceJiraCRMGDPROdooFigma

Languages

English (Fluent)German

About me

Intro

QA Lead with 9+ years specializing in AI/ML testing and regulatory compliance across enterprise software platforms. Expert in LLM integration validation, ISO compliance frameworks, and cross-functional team leadership for banking, hospitality, and semiconductor sectors. Ready to ensure your AI-driven projects meet the highest quality and compliance standards.

Links

Work experience

QA Lead

LEDR Technologies Inc.

Aug 2022 - Present

4 years 3 months

Led comprehensive quality assurance for enterprise software platform, specializing in AI integration testing and regulatory compliance across banking and hospitality sectors. - Designed and executed multi-tier QA strategy covering backend systems, API integrations, and user experience, with specialized focus on LLM integration accuracy for content summarization, personalized outreach, and KYC data extraction - Established systematic validation protocols for AI-generated content, preventing critical errors like identity confusion in high-stakes business intelligence applications - Managed compliance requirements across multiple regulatory frameworks (TPRM for banks, hospitality standards, GDPR, ISO 27001), integrating quality assurance with regulatory adherence - Led release management and CI/CD optimization with controlled deployment processes and comprehensive risk assessment for both standard features and AI integrations - Coordinated cross-functional product development as Scrum Master, facilitating alignment between technical teams and executive leadership on complex implementations - Onboarded 15+ team members across QA, AI/ML, and compliance domains, establishing unified quality standards and testing protocols

Ingénieur QA

POLLEN Metrology

Feb 2020 - Jul 2022

2 years 6 months

Moirans, France

Led comprehensive quality assurance strategy for precision semiconductor analysis systems, establishing enterprise-wide QA operations from ground up with nanometer-precision accuracy standards - Architected end-to-end ML/DL algorithm validation protocols, ensuring performance accuracy from Python development to C++ production systems for critical semiconductor applications - Built comprehensive SDLC governance and release management frameworks, conducting ISO compliance gap analysis and creating complete policy documentation across 15-30 person cross-functional teams - Shaped organizational strategy through executive steering committee participation, contributing to 2-3 year roadmap development and resource allocation while representing quality governance - Delivered enterprise-wide quality reporting and risk assessment, providing quarterly executive presentations on quality metrics, process improvements, and risk mitigation outcomes - Established scalable QA operations spanning strategy to execution, optimizing agile workflows across semiconductor, chemical, and LED industry applications

Consultant test junior

Cognizant

Sep 2015 - Mar 2020

4 years 7 months

Executed comprehensive QA operations and stakeholder management for major enterprise clients across banking, hospitality, energy, and robotics sectors - Led cross-functional QA teams (1-6 people) through complete project lifecycles, managing task allocation, budget oversight, and delivery reviews for 6-month to 1-year enterprise engagements - Designed and executed testing strategies for AI-driven robotics platforms, validating emotion recognition, facial recognition, speech recognition, and behavioral pattern analysis for interactive customer service applications - Managed end-to-end testing operations (system, regression, UAT) ensuring quality standards and data privacy compliance across multiple enterprise platforms - Coordinated stakeholder relationships and risk assessments, maintaining comprehensive documentation, traceability requirements, and strategic recommendations for complex testing operations - Executed talent development systems, optimizing team skills and knowledge transfer for maximum project versatility

Junior Consultant

I.S.D (International Software Development)

Oct 2014 - Oct 2015

1 year 1 month

Managed client training, hotline support and process structuring to drive solution adoption, service quality and product readiness - Led change management initiatives through needs analysis, training delivery, and user manual updates - Managed first-line support, incident resolution, and client communication channels - Designed and executed test plans and validation campaigns for deployment readiness - Supported product packaging to align technical delivery with client expectations

Chargée de Productions / Gestion de projets

Citizen Productions

Jul 2012 - Dec 2012

6 months

Paris, France

- Directed daily operations, client deliverables, and cross-team coordination in a fast-paced production environment. - Managed logistics and execution for large-scale events including Paris Games Week and Gamescom —overseeing vendor recruitment, travel coordination, on-site progress tracking, and timely video content delivery. - Led end-to-end production for small video series —from casting and location sourcing to scheduling and final delivery.

Chargée de conception et réalisation d'une exposition

Université Paris 10 / la Cinémathèque française

Jun 2011 - Oct 2011

5 months

Région de Paris, France

Collaboration pour la sélection des oeuvres exposées Rédaction des panneaux explicatifs des oeuvres

Chargée de la conception de la communication électronique de l'organisme de formation

LPCAM

Jun 2010 - Oct 2010

5 months

92210 Saint-Cloud, France

Gestion du projet de communication de la licence professionnelle Collaboration pour le logo phare de cette communication Gestion de l'équipe d'étudiants sur le projet

Assistante de production

Cow Prod

Mar 2010 - Aug 2010

6 months

Paris, France

- Led end-to-end production for small video series — from casting and location sourcing to scheduling and final delivery. - Coordinated booth design, build, and staffing for a 3D industry event; served as a primary on-site contact and support resource.


Education

Université Paris Nanterre

Master 2

2011 - 2012

2 years

Université Paris Nanterre

Master 1

2010 - 2011

2 years

Université Paris Nanterre

Licence professionnelle

2009 - 2010

2 years

Université Bourgogne Europe

Licence

2006 - 2009

4 years

Portfolio

ISO 27001 Case study - 4 months

Building a Production-Grade QA Framework at Pollen Metrology

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