I’m Pieter Geelen, a seasoned professional with expertise in data and technology leadership. I’m highly motivated by challenging and complex projects, where I can leverage my technical and managerial skills to deliver exceptional results.
Below you can find my recommendations, my medium articles and OSS projects. For my full list of qualifications, please refer to the resume page. There you can also find a PDF-version of my resume.
Recommendations
Medium Articles
OSS Projects
η.ai
The η.ai (eta.ai) project explores low-precision AI, challenging high-precision approaches. It reduces precision requirements, improving efficiency and hardware scalability. Low-precision AI (TinyML) swiftly analyzes large datasets in finance, cybersecurity, and healthcare. Affordable FPGA hardware, in this case Google Coral, supports low-precision AI, providing better performance and energy efficiency for edge computing.
What is random and why does it matter? Well, randomness presents opportunity. Firstly for encryption, safety is assured based on randomness. If the randomness is not truly random, but biased, then the assumed complexity of the randomness is less, reducing safety. Furthermore, randomness is can be a feature for Artificial Intelligence and Machine Learning. Algorithms often are build around the idea of features and weights, in which the latter are randomly attributed and tuned to improve predictions. If these weights are not random, there is a chance that the model that is being trained, is already biased. This can harm the speed of convergence as well as the overall performance of the model.
This project focuses on delivering, measuring and reassuring randomness. The scope of the project is to use multiple device, both specially designed for TRNG and otherwise, to generate randomness.
True Random Numbers - API
Pouring Tea
Living with a disability poses challenges beyond the physical realm, affecting various aspects of life, from social interactions to economic opportunities. Individuals with disabilities often face difficulties in performing seemingly simple tasks that many take for granted.
This project is a collaboration with Anton Mirhorodchenko focuses on delivering an end-to-end product and shares the journey that is involved an developing custom IoT Solutions.