Sergio Valmorisco
GenAI Engineering Lead for Regulated Industries
Specializing in production GenAI systems for regulated environments, with experience building reliable, monitored, and compliant solutions at enterprise scale.
About
I'm a Senior Data Scientist and GenAI Engineering Lead with 8+ years in ML, including 2.5+ years leading GenAI delivery in regulated industries.
My work sits at the intersection of GenAI architecture, reliability, and regulatory constraints. I collaborate with engineering, security, and compliance teams to translate constraints into auditable systems that can be deployed with confidence.
At Adyen, I owned delivery of production GenAI systems at enterprise scale, supporting global operations including support routing, summarization, semantic retrieval, chatbots, quality assurance, and AI-assisted KYC and AML workflows. These applications processed thousands of daily cases and alerts across global channels.
Experience
Generative AI Apps Lead
June 2023 - PresentAdyen
- •Led a group of 6 Data Scientists and AI Engineers building GenAI-powered applications to improve operational processes.
- •Owned delivery of production GenAI systems at large enterprise scale, supporting global operations, including ticket routing, summarization, semantic retrieval, chatbots, QA, and AI-assisted KYC/AML workflows.
- •Collaborated closely with product, engineering, security, and compliance teams to ensure systems were auditable, reliable, and approved for regulated deployment.
- •Participated in hiring from team inception, conducted technical and cultural fit interviews, and mentored new team members.
- •Designed and facilitated internal training sessions to promote GenAI knowledge sharing across teams. Presented demos and progress updates to leadership.
Featured Media
Lecturer, Data Science
July 2021 - PresentInstituto de Estudios Bursátiles (IEB)
- •Developed and delivered lectures, hands-on sessions, and assessments for Introduction to Data Science, Machine Learning, Deep Learning, and Ethics of Artificial Intelligence.
Featured Media
Global Senior Data Scientist
August 2020 - June 2023JLL
- •Applied data science to real estate, socio-economic, and geospatial data to support strategic decision-making at global scale.
- •Designed, deployed, and maintained production-grade ML systems with monitoring, retraining, and explainability.
- •Delivered solutions for real estate price prediction (AVMs), land use classification (Deep Learning), time series forecasting, renewable energy site selection optimization, and interactive client-facing dashboards.
- •Led initiatives in data management, SQL performance optimization, and API development for model integration.
Featured Media
Data Scientist
January 2020 - July 2020Weplan Analytics
- •Analyzed mobile app data for telecommunications and retail clients to support network optimization, customer profiling, and strategic decision-making.
- •Developed an indoor/outdoor location classification model and explored human mobility patterns.
- •Handled full data lifecycle: collection, preprocessing, feature engineering, analysis, visualization, and stakeholder presentations.
Data Analyst
September 2017 - November 2019Huawei
- •Selected for Huawei's 'Breakthrough to ICT Engineering' high potential program designed to accelerate technical and leadership development.
- •Delivered network performance analytics for Orange, Vodafone, and Telefónica using Big Data tooling.
- •Built automation tools, dashboards, and reporting pipelines using SQL, Python, VBA, C#, and Power BI.
- •Awarded Huawei Future Star (2018) for outstanding performance. Provided on-site technical support at Mobile World Congress 2019 in Barcelona.
Software Engineer (Intern)
November 2016 - February 2017itestra GmbH
- •Contributed to implementation of a software platform for Zurich Insurance Group, supporting backend development and integration.
- •Participated in German-language client meetings, translating requirements into technical specifications in a multicultural enterprise environment.
Skills
AI & Machine Learning
Programming
ML Frameworks & Tools
Cloud & Infrastructure
Data Engineering & MLOps
Visualization
Domain Expertise
Education
Postgraduate in Virtual, Augmented, and Mixed Reality Development
U-tad
October 2021 - October 2022 • Madrid, Spain
Master in Data Science
KSchool
November 2017 - July 2018 • Madrid, Spain
Master of Science in Computer Science (Erasmus)
University of Bonn
October 2015 - September 2016 • Bonn, Germany
Master in Telecommunication Engineering
Universidad Politécnica de Madrid (UPM)
September 2014 - September 2016 • Madrid, Spain
Bachelor of Engineering in Telecommunication Technologies & Services
Universidad Politécnica de Madrid (UPM)
September 2010 - July 2014 • Madrid, Spain
Awards & Publications
"Enabling personalized VR experiences: A framework for real-time adaptation and recommendations in VR environments."
Springer. Virtual Reality 28.3 (2024): 128
JLL Hackathon 2022 Award
2022Global hackathon competition winner
JLL
Huawei Future Star Award
2018Recognition for outstanding performance and potential in Huawei's high potential 'Breakthrough to ICT Engineering' program
Huawei Technologies
4000€ research award for Master Thesis in Computer Science
AFCEA Bonn e.V.
Spanish Baccalaureate Excellence Grant
2010Academic excellence scholarship
I.E.S. Cardenal Herrera Oria
Languages
Spanish
Native
English
Full professional proficiency
German
Basic professional proficiency
Contact
Feel free to reach out to discuss GenAI engineering, production systems in regulated industries, or connect professionally.