Marjorie Da Cruz

Curriculum vitae

Marjorie Cristina Da Cruz, PhD

Learning design and education research, with a background in engineering, mathematics teaching, public policy, and analytics operations. Brazil and Austria.


Positions

  • Design Learning Specialist

    Interdisciplinary Transformation University (IT:U)

    • Design courses in AI literacy, project-based learning, maker labs, and accessibility, with a focus on e-learning and the learner journey. PBL lecturer for master's and doctoral students.
    • Core team member, UNINOVIS Alliance Work Package 2 on microcredentials and learning support in data science, developing learning pathways and frameworks for European higher education.
    • Research on learning analytics, cultural experience in education, and sustainability in interdisciplinary contexts. Learning design coordination for maker spaces and labs.
    • Project management and knowledge management for the PBL team. Topic Group Organiser, ICME-16 Prague 2028, on Sustainability and Mathematics Education.
  • Researcher, STEM Department

    Linz School of Education, Johannes Kepler University Linz

    • Developed and submitted interdisciplinary proposals for Erasmus+, the Austrian Science Fund (FWF), and Horizon Europe, on gender, education, and technology.
    • Core team member on EU-funded projects TransEET, STEAM Kitchen, STEPAM, STEAMCraft, and STEM+.
    • Conference Co-Chair and Principal Organiser, M-CTRAS 2025 at JKU (23–25 June 2025): proceedings, peer review, logistics, programme, and speakers.
    • Symposium participant, Research Designs in Subject Didactics: an International Delphi Study, University of Vienna Centre for Teacher Education.
    • Teaching assistant, Computational Statistics in the Artificial Intelligence bachelor's programme: probability distributions, estimation, regression, Bayesian methods, and simulation in R, Iramuteq, and Python.
  • Research Fellow, STEM Department

    Linz School of Education, Johannes Kepler University Linz

    • Co-taught Statistics with Professor Zsolt Lavicza, designing instructional materials for statistical literacy and coding proficiency. Co-supervised doctoral fellows and undergraduates.
    • Completed doctoral dissertation using critical discourse analysis and computational text mining to examine cultural representation in mathematics textbooks.
  • Analytics Product Manager and Customer Success Operations

    Letrus, education technology NGO

    • Designed data-driven solutions for literacy education using R, SQL, and Java; managed cloud infrastructure on AWS.
    • Coordinated customer success operations serving more than 500 educational institutions across Brazil.
    • Built predictive models and dashboards on platform usage and student performance; established operational KPIs. Worked with product development on prioritisation and lifecycle.
  • Head Teacher, Mathematics

    Maple Bear Canadian School

    • Taught grades 6 to 12 and coordinated a department of four teachers. Designed curriculum aligning the Brazilian BNCC with the Canadian framework, and led teacher training in mathematics pedagogy.
  • Lecturer and Master's Scholarship Holder

    Universidade de Mogi das Cruzes

    • Taught social sciences and public policy to students in medicine, law, and education.
    • Analysed fifteen years of Brazilian federal education data (FUNDEB, FNDE, IDEB, 2005–2019) using geospatial analysis in ArcGIS and regression in R, and developed recommendations for municipal education authorities.
  • Maintenance Engineer

    Plasolution, polymer manufacturing

    • Production planning and process coordination in a large-scale industrial environment. Analytical troubleshooting of mechanical systems, and design of mechanical parts using 2D and 3D tools.

Education

  • PhD, Mathematics Education

    São Paulo State University (UNESP), Brazil
    Beyond the Pages: cultural and linguistic aspects of Canadian textbooks

  • MA, Public Policy

    University of Mogi das Cruzes, Brazil
    Analysis of Public Education Policies: evaluation of the education index in Brazil

  • BSc, Mathematics and Didactics

    Paulista University, Brazil
    R as an intelligence tool for learning statistics

  • Mechanical Engineering, coursework

    University of Mogi das Cruzes, Brazil. Coursework completed through to the final project; degree not awarded.

  • Technical School, Logistics and Business

    SENAI, Brazil

Awards

  • CAPES PrInt Scholarship

    For a doctoral research internship in Austria

  • Specialisation in Polymer Thermoprocessing

    Federal University of São Carlos (UFSCar)

  • White Belt certification

    For support on a Green Belt cost-reduction project

Skills

Teaching and design

University teaching, curriculum development, and workshop facilitation. Thesis supervision and mentoring in interdisciplinary topics, with a focus on guiding learning processes and empirical work.

Project management

Research coordination, event planning, and cross-functional team leadership. Managing projects from proposal writing to implementation, including agile methods.

Research and analysis

Qualitative and quantitative analysis, proposal writing, critical discourse analysis, and computational text mining. R, Python, SQL, ArcGIS, Tableau, SPSS, and Iramuteq.

Languages

  • Portuguese, native
  • English, C1
  • German, A2 and improving
  • Italian, A2 and improving
  • Spanish, A2

References available on request.