Senior Data Engineering Consultant · Data Solutions Architect
Seasoned Data Engineer with 18+ years in the technology sector, including 6+ years focused on data engineering for large-scale, AI-driven, and cloud-native solutions. Proven record in designing and implementing robust data architectures, leading cross-functional teams, and delivering high-impact projects for enterprise clients in Denmark and internationally. Experienced in Azure Databricks, Python, SQL, and modern cloud and big data platforms. Recognized for technical leadership, stakeholder management, and a pragmatic, business-oriented approach tailored to the Danish market. Learn more at DataEngineer.ing.
LOCATION
Copenhagen S, Denmark
CAREER TIMELINE
Work Experience
Data Engineering ApS
Executive Director | Copenhagen, Denmark
Sep 2025 – Current
Industry IT Consulting, Data & AI|Department Executive Leadership|Team Founding Team
Founder and Executive Director of Data Engineering ApS, a Danish consultancy specializing in cloud-native data engineering, AI enablement, and modern data platform architecture for enterprise clients in Denmark and internationally.
PROJECTS
- Company Formation & Strategy: Established the consultancy, defined service offerings, positioning, and go-to-market strategy targeting the Danish and Nordic enterprise data market.
- Client Delivery: Leading data engineering engagements covering data platform architecture, Databricks-based lakehouse implementations, and AI-driven data solutions.
- Technical Leadership: Providing hands-on architecture, delivery oversight, and stakeholder management across cross-functional engagements.
- Business Operations: Owning finance, legal, sales, and operations for the ApS in accordance with Danish corporate requirements.
- Users
- Enterprise clients in Denmark and internationally seeking senior data engineering and data platform expertise.
- Management
- Full P&L and operational responsibility; direct stakeholder management with client executives and technical leads.
- Technologies
- Azure Databricks, Python, SQL, Delta Lake, modern data stack.
- Tools
- Databricks, Azure, GitHub Actions, LLMs.
Hays (Contract)
Senior Data Engineer (Contractor) | Copenhagen Area, Denmark
Sep 2025 – March 2026
Industry Consumer Goods (Global Retail)|Department Supply Chain Data & Analytics|Team Inventory & Capacity Planning (ICP), Supply Chain Network Planning (SCNP)
Implemented ingestion of Stock Deployment domain data into an internal self-serve analytics platform using standardized Nexus (client's own data platform on Databricks) patterns: Databricks Asset Bundles (DAB) + workflow-as-code best practices (Nexus Workflow Generator) and the Sync API ingestion template approach (Nexus Template Ingestion Sync API).
PROJECTS
- Stock Deployment → Nexus Ingestion (Sync API): Implemented an ingestion workflow using the Sync API pattern (registered/internal API ingestion via standardized template), focusing on repeatable configuration, parameterization, and production-ready execution.
- Workflow-as-Code with DAB: Delivered job/workflow definitions as code via Databricks Asset Bundles, aligning with platform standards for reproducibility and environment parity (DEV/QA/PROD).
- CI/CD & Promotion Flow: Followed the recommended GitHub-based deployment flow (DEV via branch, QA via PR, PROD via release) using the workflow generator conventions.
- Transformations (Bronze → Silver): Implemented transformation Python scripts with strict parameter validation (catalog/schema/table inputs) and Delta-based reads/writes to support downstream consumption.
- Users
- Internal supply chain stakeholders and analytics consumers relying on trusted Stock Deployment data products.
- Management
- Coordinated with platform engineers and domain stakeholders; enforced standard patterns and code review quality gates; supported handover-ready, maintainable delivery.
- Technologies
- Databricks (DAB), AWS S3, Python, SQL, Delta Lake.
- Tools
- GitHub Actions, Databricks CLI, Nexus Workflow Generator patterns.
Crayon (a SoftwareOne company)
Senior Data Engineer | Søborg, Denmark
July 2024 – Present
Industry IT Consulting, Cloud & AI|Department Services|Team BI & Data Solutions
Development of FinOps platform CDP (Crayon Data Platform), which encompasses the projects Azure Cost Control, AWS Cost Control, M365 Cost Control, and Google Cloud Cost Control. These solutions help clients evaluate and optimize their cloud consumption across major providers.
PROJECTS
- FinOps Platform CDP: Core contributor to the architecture and implementation of the CDP, delivering cost control solutions for Azure, AWS, Microsoft 365, and Google Cloud.
- Terraform Implementation: Implemented Terraform for CDP, enabling Infrastructure as Code and automating the provisioning and management of cloud resources for the FinOps platform.
- Azure Data Bundles (DABs): Researched and implemented Azure Data Bundles in CDP to standardize and accelerate the deployment of data infrastructure components. Extended this implementation to an ongoing project for the client AMD (from USA), improving scalability and efficiency in data solutions.
- Developed and maintained data pipelines, data storage solutions, and APIs to ensure high-quality, accessible, and secure data for analytics and machine learning projects.
- Users
- Enterprise clients, including internal and external stakeholders utilizing the FinOps platform for cloud cost analysis and optimization.
- Management
- Collaborated with data scientists, analysts, and cross-functional teams to deliver solutions aligned with business needs. Provided technical guidance and support throughout project lifecycles.
- Technologies
- Azure Databricks, Python, SQL, Terraform.
- Tools
- Terraform, Azure Databricks, Azure Data Factory, Azure Data Bundles, and LLMs.
Capgemini
Data Engineer / IT Consultant | Vallensbæk, Denmark
Feb 2023 – June 2024
Industry Telecommunications|Department Data & Analytics|Team Data Next Gen
Transferred from Nuuday to Capgemini, and continued to work with Nuuday's Data Next Gen team as client. Delivered scalable data architectures and robust ETL solutions supporting BI, analytics, and ML.
PROJECTS
- Data Architecture: Designing and implementing scalable data architectures to support business intelligence, analytics, and machine learning initiatives.
- ETL Processes: Developing and maintaining robust ETL (Extract, Transform, Load) pipelines to integrate data from various sources.
- Database Management: Managing and optimizing both SQL and NoSQL databases.
- Data Warehousing: Designing and implementing data warehouse solutions.
- Data Quality: Ensuring data quality, consistency, and reliability across systems.
- Data Governance: Implementing data governance practices and ensuring compliance with data protection regulations (e.g., GDPR).
- Automation: Creating automated data pipelines and workflows to improve efficiency.
- Performance Optimization: Tuning and optimizing data systems for performance.
- Users
- Data scientists, BI teams, and business analysts across Nuuday.
- Management
- Acted as technical lead for project streams, coordinated with stakeholders, and provided technical mentorship. Working closely with data scientists, analysts, and business stakeholders to understand data requirements.
- Technologies
- Hadoop, Spark, Azure Data Factory, AWS Glue, Python, Java, Scala, SQL and NoSQL databases.
- Tools
- Cloud platforms (AWS, Azure, Google Cloud).
Nuuday
Data Engineer | Copenhagen, Denmark
Dec 2021 – Jan 2023
Industry Telecommunications|Department Data & Analytics|Team Data Lake & Big Data Platforms
Member of the Data Lake & Big Data Platforms team: overall architecture and implementation responsibility for Nuuday's data lake and data engineering platforms.
PROJECTS
- Data Lake: SQL Metadata based, developed in Azure.
- Users
- Internal analytics, ML, and BI teams.
- Management
- Collaborated with product owners, data scientists, and IT architects.
- Technologies
- Azure, SQL.
- Tools
- Azure-based data lake platform.
One.com
Data Science Engineer | Copenhagen, Denmark
June 2020 – Nov 2021
Industry Web Hosting & Cloud Services|Department Data Science & Engineering|Team Data Platform
Overall architecture and implementation responsibility for One.com data processing systems and visualization landscape.
PROJECTS
- Design and implementation of visualization solutions and dashboarding for log (Elastic & Kibana) and metrics (Prometheus) processing systems, in tools like Grafana.
- Design and implementation of the data warehouse setup.
- Maintenance and development of data processing pipelines (Airflow).
- Overall architecture and implementation responsibility for group.One data processing systems and visualization landscape.
- Development of data processing for the Hadoop ecosystem (Hive and PySpark).
- Users
- Internal analytics, product, and engineering teams.
- Management
- Led technical implementation, collaborated with cross-functional teams.
- Technologies
- Hadoop ecosystem (Hive and PySpark), Elastic, Prometheus.
- Tools
- Kibana, Grafana, Airflow.
Moodagent
Data Engineer & Backend Developer | Copenhagen, Denmark
Aug 2017 – May 2020 (2 years 8 months total)
Industry Music Tech / AI|Department Data Engineering|Team Data Platform
Designing and developing solutions for data modeling and data extraction used for music recommendations (artists, playlists and tracks), artist relations and metadata. Also responsible for data modeling, data handling, and data extraction used for music recommendations as Backend Developer.
DATA ENGINEERING PROJECTS
- Create a data pipelining process using several different external data sources.
- Automation of Data Pipelining processes.
- Configuration of JupyterHub for multi-user collaboration.
- Code review and support to Musicologists in testing data outcomes.
- 'Popularity Data Calculation' project.
- Data modeling for 'Similar Artist Relations' project.
- 'Metadata' project by using Discogs API.
PROJECTS AS BACKEND DEVELOPER
- Pro-Search: Develop a search solution for clients that required to search music recommendations based on a Youtube link or Soundcloud link.
- Music data tagging: Label music tracks data for whitelist/blacklist music related to children, christmas, comedy, live, karaoke.
- Fingerprint: Research of different fingerprinting methods available and prove of concept.
- Users
- Product, musicology, and AI teams; clients requiring music recommendation services.
- Management
- Provided code reviews, technical support, and multi-user platform setup (JupyterHub). Supported Musicologists in testing data outcomes.
- Technologies
- Data pipelining, external data sources integration.
- Tools
- JupyterHub, Discogs API, Youtube/Soundcloud APIs.
Epicor
Senior Software Developer | Monterrey, Mexico
Dec 2015 – Nov 2016
Industry Enterprise Software (Automotive)|Department Product Development|Team ISE Platform
Responsible for a .NET platform in the Automotive industry called ISE (Increasing Service Shop Efficiency). Led design and enhancement of automotive service platform.
PROJECTS
- ISE Intranet: Car maintenance system.
- Worked on the sprints backlog tasks, improving existing functionalities on production as well as building new features on the initial development phase.
- Design/re-design of the whole application to improve the product for future releases.
- Code pull requests and research of new tools/methodologies to be implemented in the platform.
- Users
- Automotive service shops and internal product teams.
- Management
- Led sprints, code reviews, and technical research for platform improvements.
- Technologies
- .NET platform.
- Tools
- Automotive service platform (ISE).
Avanade (an Accenture company)
Software Engineering Sr. Analyst | Monterrey, Mexico
Aug 2014 – Aug 2015
Industry IT Consulting|Department Software Engineering|Team Enterprise Automation
Signed with Avanade (Accenture's subsidiary company). Lead developer, responsible of software maintenance and development for process automation and enterprise web solutions.
PROJECTS
- Microsoft, Credit Memo (Internal Site): Internal hardware retail system.
- Software maintenance of a site developed in K2 BPM (visual software development and deployment process automation platform for building enterprise applications).
- Gave client support for the platform by solving issues on the production site.
- Developed a new web portal to communicate with the main site. This portal was an ASP .NET application hosted in Azure.
- Users
- Enterprise business users and IT teams, internal Microsoft hardware retail systems.
- Management
- Led development teams, provided client support, managed production site issues.
- Technologies
- K2 BPM, ASP .NET.
- Tools
- Azure hosting platform.
Softtek
.NET Developer | Monterrey, Mexico
Nov 2013 – May 2014
Industry Healthcare IT|Department Software Development|Team Healthcare Solutions
Creation of a new site for client's intranet for scheduling medical visits to their patients by nurses or other health specialists due to a new US legislation towards this matter.
PROJECTS
- Nurses scheduling system.
- Worked on the development of new modules of the system.
- Nearshore project: on a daily basis, had direct contact with client abroad (USA) to track progress.
- Users
- Healthcare providers, nurses, health specialists, and US-based clients.
- Management
- Direct client communication, project progress tracking, cross-border collaboration.
- Technologies
- .NET.
- Tools
- Healthcare scheduling system.
Sieena (later renamed to Definity First)
Middle Software Developer | San Pedro Garza García, Nuevo León, Mexico
April 2012 – Sep 2012
Industry Iron Industry|Department Software Development|Team SharePoint Development
Company: Sieena (then called Definity First). Project type: B2B. Client: Deacero. Industry: Iron.
PROJECTS
- SharePoint site for Deacero's material storage centers.
- Users
- Deacero material storage center staff and management.
- Management
- B2B project delivery, client relationship management.
- Technologies
- SharePoint.
- Tools
- SharePoint Development platform.
Hildebrando (later renamed to Global Hitss)
Sr. Software Developer | Monterrey, Nuevo León, Mexico
Jan 2012 – March 2012
Industry Banking/Financial Services|Department Software Development|Team Banking Solutions
Assigned to a project in Banco Base as an external consultant.
PROJECTS
- Banking project development for Banco Base.
- Users
- Banco Base staff and banking system users.
- Management
- External consulting, banking project delivery.
- Technologies
- Banking software development.
- Tools
- Banking development platform.
IIDEA Solutions (a DeAcero company)
Jr. Software Developer / Configuration Manager / Team Lead UI | Monterrey, Mexico
June 2008 – Jan 2012
Industry Steel/Iron Manufacturing IT|Department Software Development|Team Full-Stack Development & CI/CD
Company: IIDEA Solutions (DeAcero's IT subsidiary company). Multiple roles progression from intern to team lead over 3+ years total.
JR. SOFTWARE DEVELOPER / CONFIGURATION MANAGER / TEAM LEAD UI (MARCH 2009 – JANUARY 2012)
- Supported on the solutions design throughout the whole development cycle: development, testing, deployment, support, and video guided documentation.
- Led Configuration Management, directing groups of developers on CI/CD.
- Led the UI design across systems and created standards that fulfilled our clients needs.
SOFTWARE DEVELOPER INTERN (JUNE 2008 – FEBRUARY 2009)
- Expediting project.
- Intern at IIDEA Solutions (DeAcero's IT subsidiary company).
- Users
- Internal development teams, DeAcero business units, and manufacturing operations staff.
- Management
- Led Configuration Management, directing groups of developers on CI/CD. Led the UI design across systems and created standards. Managed full development lifecycle from design to deployment.
- Technologies
- Full-stack software development, UI design standards.
- Tools
- CI/CD pipelines, video documentation systems, UI standards framework.
Universidad Autónoma de Nuevo León
Ingeniero de Soporte Técnico (IT Technical Support) | San Nicolás de los Garzas, Mexico
Aug 2007 – Feb 2008
Industry Higher Education|Department IT Support (FARQ)|Team Technical Support
Elective social service, part of the Bachelor education. IT Technical Support at FARQ, UANL.
PROJECTS
- Hardware architecture, enterprise software installations, and user support.
- Users
- Faculty and students at Universidad Autónoma de Nuevo León (FARQ).
- Management
- User support, technical problem-solving, educational environment IT management.
- Technologies
- Hardware architecture, enterprise software.
- Tools
- IT support systems, installation tools.
◆ Data Pipeline Architecture & ETL/ELT
◆ Azure Databricks, AWS, GCP
◆ Python, SQL, PySpark, .NET (C#)
◆ Data Lakes, Data Warehousing, NoSQL
◆ CI/CD, DevOps, Infrastructure as Code
◆ AI/ML Data Enablement, Prompt Engineering
◆ Data Governance, GDPR Compliance
◆ Stakeholder & Project Management
ACADEMIC BACKGROUND
Education
BSc. in Computer Science
Universidad Autónoma de Nuevo León, Mexico · 2004 – 2008
9-semester program focused on the theoretical and practical aspects of computing, software development, and information systems. Areas of study: Data Structures and Algorithms, Database Management Systems, Software Engineering, Operating Systems, Artificial Intelligence, Computer Networks, Cybersecurity, Web and Mobile Development.
Postgraduate Studies (Teleinformatics I)
Universidad Autónoma de Nuevo León · Aug 2008 – Dec 2008
English Proficiency Diploma
Instituto Mexicano Norteamericano de Relaciones Culturales (IMNRC) · Aug 2000 – Dec 2010
CREDENTIALS
Certifications
- ◆ Microsoft Certified Professional Developer – Windows Developer 4 (Microsoft, 2011)
- ◆ Microsoft Certified Technology Specialist – .NET Framework 4, Data Access (Microsoft, 2011)
- ◆ Microsoft Certified Technology Specialist – .NET Framework 4, Service Communication Applications (Microsoft, 2011)
- ◆ Microsoft Certified Technology Specialist – .NET Framework 4, Windows Applications (Microsoft, 2011)
- Spanish
- Native
- English
- Bilingual
- Danish
- Limited Working Proficiency (Modul 3 Completed)
SELECTED WINS
Highlighted Projects & Achievements
- ◆ Nuuday Data Lake: Led architecture and implementation of a SQL metadata-driven Azure data lake, supporting scalable analytics and ML.
- ◆ Music Recommendation Systems: Delivered end-to-end data engineering for music recommendation, search, and tagging at Moodagent, integrating external data sources and automating complex pipelines.
- ◆ Cloud Data Warehousing: Designed and implemented cloud-based data warehouses and visualization solutions at One.com, improving data-driven decision-making.
- ◆ DevOps Leadership: Established CI/CD pipelines and configuration management standards, improving deployment speed and reliability across multiple organizations.
- ◆ Healthcare Systems: Developed comprehensive healthcare scheduling systems compliant with US regulations, managing cross-border client relationships.
BEYOND WORK
Additional Information
Personality Profile: ENTJ-A (MBTI), Enneagram 8w7, Red (E-stimate), D (PPA).
Interests: Music production, AI, retail investing, longevity research, self-development.
Music Career: Self-recording Artist/Producer with 18+ years of experience in the Music Industry as Comprehensive Music Producer, Record Producer, Executive Producer, Recording Artist, Singer-songwriter, Musician, Agent/Booker, PR, and SoMe Manager.
“Thou hast endured fatigue, thou hast endured weariness. Peace be with thee.”— Moctezuma
