About

Work Experience

• Data Science and Strategy Advisor, AFRY

  Sep, 2023 - Present2 years 6 months

  Data Science and Strategy Advisor at AFRY, responsible for supporting digital transformation and innovation initiatives across process industries and energy sectors. Focused on business development, digital capability building, and delivering data-driven solutions to enhance operational efficiency and sustainability.

  • Senior Data Consultant

    Sep, 2024 - Present1 year 6 months

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    Responsible for corporate business development and data consulting within the Digital Branch of AFRY Process Industries Central Europe. Focused on shaping the digitalisation vision, building digital capabilities, and supporting clients in their digital and sustainable transformation journeys. Oversaw (and participated on) the creation of digital platforms, internal networks, and strategies to drive innovation and operational excellence across the division.

    • Heading the Corporate Business Development of the Digital Branch of AFRY Process Industries Central Europe. In this role I lead a team of digitalisation, automation, and data consultants/engineers to develop a structured vision and roadmap for AFRY’s digitalisation initiatives within the Industries division Central Europe. Responsibilities included setting up a global digital capabilities portfolio, developing a digitalisation network, delivering training, creating marketing materials, and devising sales strategies.
    • Lead developer of a specialised fork of the AFRY Sustainability Platform aimed at supporting industries in their digital and sustainable transformations. The platform allows companies to map their operational context to standardised sustainability metrics following the European Corporate Sustainability Reporting Directive blueprint, enabling them to set actions and responsibilities at various levels.
    • Assisted clients in identifying platforms to replace legacy systems, conducting structured SWOT analyses to compare and benchmark potential solutions. Provided migration support to minimise operational downtime and ensure efficient platform adoption through targeted change management roadmaps.

  • Senior Data Scientist (Management Consulting - Energy & Transactions)

    May, 2024 - Present1 year 10 months

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    Served as Senior Data Scientist within AFRY Management Consulting, Energy & Transactions, focusing on the development and deployment of advanced analytics and automation solutions for clients in the energy and infrastructure sectors. Responsibilities included designing predictive models for EV charging utilisation, automating financial modelling applications for due diligence, and building SQL-based data cubes with dynamic Power BI interfaces. Collaborated with cross-functional teams to deliver actionable insights and streamline data-driven decision-making processes.

    • Led the future-proofing of complex data models by migrating them from Excel to a robust Azure SQL and Python-based architecture, including full-scale re-documentation, versioned database deployment, Streamlit-powered user interfaces hosted as Azure Web Services, and comprehensive training materials and workshops.
    • Developed a predictive model using machine learning to estimate utilisation rates of new and existing EV charger locations (passenger cars and heavy-duty vehicles) across several European countries, leveraging large public and proprietary datasets through automated data wrangling. Supported infrastructure investors with quantitative insights into the European EV industry.
    • Developed an automated financial modelling application to streamline complex due diligence processes, enabling structured interaction with financial models, reducing errors, and providing standardised data visualisations to accelerate and unify report development.
    • Developed an automated SQL-based data cube with a dynamic Power BI interface, utilising Python APIs for automated data wrangling and efficient data aggregation and analysis.

  • Sustainability and Digitalisation Management Consultant

    Sep, 2023 - Dec, 20241 year 4 months

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    Acted as the lead developer and end-to-end project manager of the AFRY Sustainable Transformation Tool, a sustainability compliance support tool for Double Materiality Assessments (DMAs) and CSRD gap analysis. Focused on seamless data gathering, automated analysis, and interactive dashboarding using Power FX, Power Apps, and Power BI, with successful integration into client compliance workflows. Served as Lead Platform Developer for the AFRY Abstract Supply Chain Risk Analysis Tool, building a Power BI interface for German supply chain law (LkSG) compliance, focusing on data wrangling and user-friendly visualisations for high-level risk assessments. Developed a resource management support tool integrating API connections, competency questionnaires, and employee data to enhance project planning efficiency.

    • Lead developer and project manager of the AFRY Sustainable Transformation Tool for DMAs and CSRD gap analysis, enabling automated data gathering and dashboarding with Power FX, Power Apps, and Power BI.
    • Lead Platform Developer of the AFRY Abstract Supply Chain Risk Analysis Tool, creating a Power BI interface for LkSG/BAFA compliance and high-level supply chain risk assessments.
    • Developed a resource management support tool combining API integrations, competency questionnaires, and employee information to improve project planning.

• Digitalisation and Data Analytics Advisor , WSP

  Sep, 2022 - Sep, 20231 year

  Served as a Digitalisation and Data Analytics Advisor at WSP, contributing to the integration of digital solutions and data-driven strategies within the organisation. In this role, I led initiatives to enhance data analytics capabilities and supported the digital transformation of business processes.

  • Team transfer from WSP to AFRY

    Aug, 2023 - Sep, 20231 month

  • National Lead Corporate Sustainability

    Oct, 2022 - Sep, 202311 months

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    Served as National Lead Corporate Sustainability, responsible for designing and executing sustainability strategies at a national level. Developed a strategic roadmap for net-zero initiatives, including the definition of SMART digital objectives, real-time KPI monitoring, and opportunity mapping. Developed digital platforms using Power BI, automated data flows, and custom tools to support sustainability transformation. Provided expert guidance on integrating sustainable practices, developing and implementing sustainability frameworks, and ensuring alignment with corporate objectives and regulatory requirements.

    • Conceptualised and translated a national net-zero vision into a strategic roadmap, including SMART digital objectives and real-time KPI monitoring.
    • Developed a platform with Power BI dashboards, automated data flows, and custom tools for sustainability transformation.
    • Spearheaded sustainability initiatives, integrating sustainable practices and advising on Net Zero strategies.
    • Developed and implemented sustainability frameworks aligned with corporate and regulatory requirements.

  • Digitalisation and Data Analytics Advisor

    Sep, 2022 - Sep, 20231 year

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    Served as Digitalisation and Data Analytics Advisor at WSP, where I was the lead developer of digital solutions and analytics platforms to drive digital transformation. Designed and implemented strategic roadmaps, automated EED audit analytics, and led end-to-end software development for energy data analysis and risk flagging. Collaborated with cross-functional teams, engaged stakeholders, and supported the adoption of digital policies and platforms using Agile methodologies.

    • Developed a strategic roadmap to streamline collaboration between engineering and procurement, reducing delays and enabling automated project requirements validation.
    • Facilitated cross-functional collaboration for successful adoption of digital policies, architecture, and roadmap actions with a focus on change management.
    • Automated EED audit analytics, providing insights into financial and sustainability challenges, limitations, and opportunities.
    • Developed a user-friendly platform for collaboration between clients and EED auditors to efficiently find, visualise, and share required information.
    • Led end-to-end software development of analytics platform for identifying abnormalities in energy data, enabling automatic risk flagging and recommendations based on historical patterns.
    • Applied Agile methodologies to manage project timelines, resources, and stakeholder communications.

• Nuclear Materials Science Graduate Student, NRG

  Sep, 2021 - Sep, 20221 year

  As a graduate member of the ENICKMA project at NRG, conducted research on the behaviour of a Nickel alloy under thermal treatments akin to those in molten salt reactors. This research was part of a double degree graduation project in Material Science and Engineering, focusing on understanding material responses to extreme conditions. Employed advanced laboratory techniques and analytical methods to assess material properties and performance. Collaborated with a multidisciplinary team to achieve project objectives, contributing to the broader understanding of materials used in nuclear applications.

  • Conducted research on Nickel alloy behaviour under thermal treatments for molten salt reactors as part of the ENICKMA project.

  • Employed advanced laboratory techniques and analytical methods to assess material properties.

  • Collaborated with a multidisciplinary team to achieve project objectives.

  • Contributed to the broader understanding of materials used in nuclear applications.

• Research Assistant in Geographic Data Science and Analytics, Technische Universiteit Delft

  Oct, 2019 - Jan, 20222 years 4 months

  Specialised in the development and application of generative algorithms for R&D in architecture and urbanism. Focused on leveraging these algorithms to explore spatial configurations and optimise design solutions. Utilised Geographic Information Systems (GIS) data extensively to contextualise and enrich spatial analyses, providing a robust data-driven foundation for architectural and urban planning projects. Conducted VR and computational experiments to simulate and evaluate architectural and urban environments. Facilitated workshops and tutorials, offering computational tutoring to architecture students to enhance their technical skills in digital design tools.

  • Developed and applied generative algorithms for spatial analysis and design optimisation.

  • Extensively utilised GIS data for data-driven architectural and urban planning research.

  • Conducted VR and computational experiments for simulation and evaluation of environments.

  • Facilitated workshops and provided computational tutoring in digital design tools (e.g., Grasshopper for Rhino).

Education

Certificates