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.
About me
AI and data engineer, researcher, and technical teacher based in Zurich.
Who I am
I am an AI and data engineer based in Zurich and a PhD candidate in Artificial Intelligence at the Universidad Politécnica de Madrid. My research is supervised by Dr. Daniel Garijo in the Ontology Engineering Group.
What I work on
I build systems that turn complex or unstructured information into data people and software can use. My work includes knowledge graphs, ontology engineering, research software classification, document AI, RAG, OCR, machine learning, and data platforms.
Research and practical systems
My research asks how software and scientific knowledge can be classified, aligned, and reused. My engineering work tests those ideas against production constraints: imperfect data, reliability, maintainability, and the needs of the people using the system.
What I am interested in now
I am currently focused on intelligent knowledge systems, research software, document AI, semantic technologies, and products that combine structured knowledge with useful interfaces.
Experience
Engineering, research, and teaching.
Experience across production software, machine learning, data systems, ontology engineering, and technical education. The CV and recruiter summary are included further down this page.
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 AI.
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.Expertise
Jump to CVAI & Machine Learning
Knowledge Systems
Data & Platform Engineering
Research & Communication
CV
Profile summary and downloadable CV.
For recruiters and collaborators: Jenifer is relevant for AI engineering, machine learning engineering, data engineering, NLP, LLM/RAG, OCR, knowledge graph, semantic web, and applied AI research roles or projects.
Beyond work
Running
Endurance training, half marathons, and exploring new places on foot.
Tennis
Recreational tennis, friendly matches, and learning through practice.
Languages
Learning German and Spanish, and staying curious about how people communicate.