Experience

AI, data engineering, research, and teaching experience.

A recruiter-oriented overview of Jenifer's work across production data systems, machine learning, knowledge graphs, semantic web research, and technical education.

2026 - Present

Data / AI Automation Engineer

UBS · Zurich, Switzerland

Works on data engineering and AI automation for enterprise financial workflows, without publishing confidential system details.

2023 - Present

PhD Candidate in Artificial Intelligence

Ontology Engineering Group, UPM · Madrid / Remote

Researching scalable and interpretable classification of research software through machine learning, scientific knowledge graphs, and semantic alignment.

2022 - 2024

Machine Learning & Data Analytics Engineer

Sense6 · Zurich, Switzerland

Building production systems that turn complex, unstructured documents into reliable, decision-ready data.

2022 - Present

Data Science & Analytics Teacher

Le Wagon · Zurich / Amsterdam

Taught applied data science, analytics, SQL, machine learning, MLOps, and visualization to more than 100 career changers.

2022

Data Scientist

Parquery · Zurich, Switzerland

Developed computer vision and large-scale data pipelines for smart mobility, spanning Python, SQL, GCP, and frontend delivery.

2021 - 2022

Research Assistant

Ontology Engineering Group, UPM · Madrid, Spain

Created a research software classification method that outperformed the prior state of the art and was integrated into SOMEF.

2019 - 2021

Software & Machine Learning Engineer

Ericsson · Budapest, Hungary

Built dependable telecommunications software in Erlang and applied machine learning to static-analysis bug prioritization.

Education

Computer science, data science, and Artificial Intelligence.

2023 - Present

PhD in Artificial Intelligence

Universidad Politécnica de Madrid Research software classification and scientific knowledge graph alignment.

2020 - 2022

MSc in Data Science

EIT Digital, ELTE & Universidad Politécnica de Madrid Innovation and entrepreneurship minor. Thesis on research software classification.

2017 - 2021

BSc in Computer Science

Eötvös Loránd University Thesis and publication on version control in the RefactorErl semantic program graph.

Recruiter scan

Relevant for AI engineering, ML engineering, data engineering, and applied research roles.

  • Machine Learning
  • LLMs
  • RAG
  • Natural Language Processing
  • OCR
  • Document AI
  • Computer Vision
  • Model Evaluation
  • Knowledge Graphs
  • Ontology Engineering
  • RDF
  • SPARQL
  • SHACL
  • Semantic Alignment
  • Python
  • SQL
  • PostgreSQL
  • MongoDB
  • Docker
  • GCP
  • CI/CD
  • dbt
  • Data Pipelines
  • Workflow Automation
  • Research Software
  • Technical Writing
  • Teaching
  • Public Speaking
  • Workshop Organization

AI · data engineering · applied research

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