Research Trainee @CERN

At the European Organization for Nuclear Research (CERN), I am modelling the FCC-ee (Future Circular Collider) Arc Half-Cell Digital Twin to assess magnet stability under seismic and vibrational disturbances. Developing machine learning models that combine experimental data, simulations and physics-based analysis.

I previously also designed the CERN EN-MME website and the other sectional sites. View them here.

Research Assistant

Exploring how multilevel regression and post-stratification and LLMs can reduce selection bias in unrepresentative survey data with Dr. Roberto Cerina.

Using social data science methods to work with Dr. Steve Pickering and analyse levels of public trust in healthcare systems.

Collaborated with Dr. Rens Wilderom on multiple cultural sociology projects where I conducted web-scraping, media processing, network analysis, and NLP.

Manifesto & Vote-share Prediction Model

Developed a predictive model using the Manifesto Project dataset incorporating economic indicators and LLM bias analysis, presented to ICT office and OpenResearch Centre Amsterdam.

Inclusive Website for Dutch Police

Built a user-friendly web app for officer deployment based on linguistic and cultural skills; applied design thinking and user feedback for iterative improvements.

Matching Algorithm for Healthcare Professionals

Led development of an NLP-driven matching algorithm connecting healthcare professionals with demand areas, integrating data scraping and network analysis.

Data Visualization on Internet Freedom

Created a visualisation platform showing global internet freedom trends and electoral integrity using advanced data analysis.

The Future of Humanity and AI

As remote as it may sound, the notion that machines could have higher intelligence than humans and exert control over us is a possibility. The big question is whether these machines will use their power to become a threat..

Agentic AI and Agency

We are facing a new reality. Machines are not becoming people but are becoming actors in systems that impact us. To respond, we need to rethink some key philosophical concepts. Agency is one such concept that is no longer just a human trait but extends to technology..