Thuis College

Provided online instruction for managers at Nationale Nederlanden on AI transformation topics including data governance, data-driven decision-making, AI model applications, agentic AI, and LLM applications.

Evaluated prompts for Google's Gemini LLM, performed content writing, translation, translation review, prompt engineering and evaluation, and data/image annotation for training the model in Dutch.

Developed a classification model to identify intervertebral discs in MRI images using OpenCV for preprocessing and a pre-trained EfficientNet B0 in PyTorch, achieving over 90% accuracy.

Developed a regression model in PyTorch to predict the Severity Impairment Index for Problematic Internet Use, using EDA, feature engineering, and gradient boosting algorithms like XGBoost.

Established Coinsultants, researched Central Bank Digital Currency, developed a conceptual offline CBDC solution, and filed a European patent application for a secure transaction scheme and digital wallet.

Built a website with PHP, HTML, CSS, and MVC; wrote web content for SEO; developed online courses for LOI and PraktijkLeren Foundation covering physics, mathematics, programming, and cryptography.

Provided project assistance to first and second year students, prepared and delivered lectures on automation and data processing.

Taught physics and science and technology, developed curriculum and teaching materials, organized practicals, developed tests, supervised theses, and mentored students.

Taught mathematics as a substitute teacher for undergraduate HAVO/VWO students.

Commercially advised customers, led a team of seven persons, and handled sales.

Responsible for R&D of 3G network technology, specifying system architecture, designing embedded software, coordinating with global system designers, developing integration plans, and providing technical training.

Conducted impact assessments for euro introduction and Y2K, and deployed a software interface between PeopleSoft ERP and payroll system for Unilever.

Programmed administrative systems for life insurances on IBM/370 mainframe using PL/1, IMS DB/BC, and DB2 RDBMS.

Developed a machine learning project for predicting the performance of jumping horses using LightGBM on tabular data for binary classification. Achieved 96% accuracy and precision six times the relative frequency through smart feature engineering.

Completed a course on Natural Language Processing with Probabilistic Models via Coursera.

Completed a course on Natural Language Processing with Classification and Vector Spaces via Coursera.

Completed a course on Natural Language Processing with Attention Models via Coursera.

Completed an introduction to Blockchain and Digital Currency course.

Completed a course on Unsupervised Learning via Coursera.

Completed a course on Supervised Machine Learning via Coursera.

Completed a course on Advanced Learning Algorithms via Coursera.

Completed an introduction to R3 Corda Blockchain course.

Completed a course on Building Applications in PHP via Coursera.

Completed an introduction to Artificial Intelligence course via Coursera.

Passed the Search Engine Optimization Certification Exam.

Pursued a Master of Science in Science Education, obtaining a first-degree teaching license in Physics.

Completed a course on effective sales and acquisitions.

Completed a course on Object-Oriented Software Architecture.

Completed a course on New IP Technologies.

Completed a course on IP Techniques.

Completed a course on 3G Systems.

Completed a course on UMTS Basics.

Completed a course on functional design using Vsom.

Completed a course on project management.

Completed a course on facilitating workshops.

Earned a Master of Science in Electrical Engineering with a specialization in Telecommunications, covering data communications, cryptography, and stochastic models.

Completed a college program in computer science, acquiring certificates in introductory and elementary computer science, data analysis, and system development.

Completed a course on relational databases and SQL.

Completed pre-university secondary education (VWO) with subjects including Dutch, English, French, mathematics, physics, chemistry, and macroeconomics.