PhD candidate Radio Astronomer (Big) Data Scientist
Something about meHello there! I am a data scientist and radio astronomer with a background in various fields and industries. Having lived in 5 different countries, I had the chance to learn and work across varied settings and cultural backgrounds. During my path through the educational system, I obtained two bachelor's degrees and two master's degrees and are currently one year away from completing my PhD degree. My work experience varies from developing new data-driven tools and software for commercial companies to smashing around terabytes of data on high-performance supercomputers to learn something about the universe. Don't hesitate to contact me if you want to get in touch.
Over time I have picked up (bits of) a few languages in the places where I resited. In my daily life, I communicate in Dutch and English, both at home and in a professional setting. I am currently planning to improve my Swedish and Finnish. Below you can find a list of languages in which I can engage in conversations, along with my self-assessed confidence levels.
During my professional activities, I favor Linux over other operating systems. Below, I listed the main programming languages I utilize daily or have employed in crafting data pipelines and software. The ratings reflect my hands-on experience (hope you trust me on this one). Additional details about my tech stack among other information about me are available in my CV, which you can download below.
Explore my work experiences and educational background below.
January 2021 - Present
Enhancing VLBI calibration and imaging pipelines for LOFAR to study radio galaxy evolution, while also being teaching assistant for the master course 'Radio Astronomy' and supervisor of several bachelor research projects.
August 2018 - Present
Co-founded the non-profit Stamily, fostering a supportive community for people who stutter. As first chair of the board, I took up a leading role in the management of the association. The core of our success is the empowerement of our members, who can pick up leadership roles as well.
August 2019 - January 2021
Developed machine learning pipelines, address validators, and APIs for various clients. See projects below.
September 2019 - January 2020
Researching mathematical laws for the distances between stars. My work resulted in a publication in Astronomy & Astrophysics. Astrobites also wrote an article about my work my work.
August 2017 - January 2020
Wrote popular science articles about physics, mathematics, history, computing, and the space industry. You can find my articles here.
June 2017 - August 2017
Automated calculations for determining the stresses on lifting lugs.
2021-Present
Researching on how to improve the calibration and imaging data pipeline for LOFAR, while studying radio galaxy evolution.
2018-2018
Studied Chinese/Taiwanese culture and language with a scholarship from Leuven University.
2017-2018
Studied many different topic related to the space industry, including space biology, law, technology, science, and more.
2016-2017
Erasmus+ exchange, where I followed astronomy and physics courses as part of my master's degree in mathematics.
2015-2017
Completed courses about applied/fundamental mathematics, astronomy, theoretical physics, and quantum computing. Thesis was about applying the analytical Fox-H function on the Nuker Model.
2013-2015
Completed courses about fundamental physics, including quantum mechanics, special relativity, advanced Newtonian mechanics, and more. For my bachelor's thesis project I studied the Ganita-Yukti-Bhasa, originally written in Malayalam/Sanskriet.
2012-2015
During my studies, I focused on both fundamental mathematics and its applications in physics and astronomy. I also included history and philosophy courses, which were part of the minor in history and philosophy of science.
2011-2012
Completed the first year of Mechanical Engineering.
Below is a showcase of projects I've either contributed to as a team member or lead myself. It's important to note that I do not claim ownership of the projects developed during my time at Matrixian Group. This compilation is simply intended to highlight the range of projects I've engaged with.
You will find below my contributions to publications in scientific journals, conferences, and some of the popular science articles and blogs that I have written for websites.
Title | Authors | Journal | Year | Contribution |
---|---|---|---|---|
Into the Depths: Unveiling ELAIS-N1 with LOFAR's deepest sub-arcsecond wide-field images | J.M.G.H.J. de Jong et al. | Submitted to A&A | TBD | Leading |
Abell 0399-Abell 0401 radio bridge spectral index: the first multifrequency detection | G.V. Pignataro et al. | Astronomy & Astrophysics | 2024 | Deep data at 144 MHz |
The Decameter sky at sub-arcminute resolution | C. Groeneveld et al. | Nature | 2024 | Software |
Cosmic evolution of FRI and FRII sources out to z=2.5 | J.M.G.H.J. de Jong et al. | Astronomy & Astrophysics | 2024 | Leading |
1-arcsecond imaging strategy for the LoTSS survey using the International LOFAR Telescope | Ye et al. | Submitted to A&A | 2023 | Calibration strategy |
Deep study of A399-401: Application of a wide-field facet calibration | J.M.G.H.J. de Jong et al. | Astronomy & Astrophysics | 2022 | Leading |
Benford's law in the Gaia Universe | J.M.G.H.J. de Jong et al. | Astronomy & Astrophysics | 2020 | Leading |
Title | Conference | Talk/Poster | Location | Year |
---|---|---|---|---|
Unveiling ELAIS-N1 with LOFAR's deepest sub-arcsecond wide-field images | LOFAR Family meeting 2024 | Talk | Leiden (the Netherlands) | 2024 |
Unveiling ELAIS-N1 with LOFAR's deepest sub-arcsecond wide-field images | ATRASC 2024 | Talk | Gran Canaria (Spain) | 2024 |
Unveiling ELAIS-N1 with LOFAR's deepest sub-arcsecond wide-field images | SPARCS | Talk | Bologna (Italy) | 2024 |
Deep sub-arcsecond calibration and imaging of ELAIS-N1 | SALF (Science At Low Frequencies) | Talk | Amsterdam (the Netherlands) | 2023 |
ELAIS-N1 at sub-arcseconds | LOFAR Family Meeting 2023 | Poster | Olztyn (Poland) | 2023 |
ELAIS-N1 at 1" - Towards sub-arcsecond resolution | Deep Field symposium 2023 | Talk | Online | 2023 |
A deep study of A399-401 | SPARCS | Talk | Johannesburg (South-Africa) | 2022 |
A deep study of A399-401 | IAU | Talk | Busan (South-Korea) | 2022 |
When I write code, I like to publish open source versions of my code, such that others can use it, contribute, or play around with it.
This was the first Python package that I wrote. It is based on code from my master thesis project. With this package you can determine how 'Benford' your data is, which means how well your data follows Benford's law.
Check it out here or install it from the command line with pip install benfordslaw-analysis
.
I believe strongly that science can only move forward if we share data and code with each other. With this mindset I collected all useful scripts to process radio data from the Low Frequency Array (LOFAR) in one github page.
This turned into lofar_helpers. The most prominent script is h5_merger.py
.
This standalone script has been implemented in the LOFAR facet-calibration pipeline and VLBI pipeline.
For one of my projects I wrote code to simulate how a radio galaxy appears if you move it to a higher redshift
(which means moving to a farther distance). This helps to study the cosmic evolution of radio sources. You can install the code from the command line with pip install redshifting
, or
find it here.
Feel free to send me an email if you want to get in touch.