Martinus Van Den Berg Email and Phone Number
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I am fascinated with the extraction of knowledge from information, discovering patterns in data and making the most of limited data. This fascination came about during my bachelors education where I can remember a specific moment when I realized that a certain soil formation followed a very predictable pattern, and that I could use this pattern to finish the assigned task much quicker and easier. Ever since, I have been fascinated by the extraction of patterns from data.This fascination has driven me to pursue a Masters education in Computational Geo-ecology. This program focused on bridging the gap between classical Geo-ecological modeling methods and the more mathematical fields such as Machine Learning, Data science, model optimization and, of course, classical dynamical modeling. After this I was invited to a visiting scholar position at the USDA Hydrology and Remote sensing laboratory in the USA. Here, I helped develop a variety of data assimilation methodologies focusing on measurement uncertainties. Next, I started a PhD position at Ghent University, Hydrology and Water management laboratory, to study the uncertainties associated with rainfall observations under varying resolutions. Here, I explored a large variety of different Machine Learning methods such as copulas, regression, dictionary learning, manifold learning, and regression random forests. Generally speaking, my expertise is in statistical modeling and machine learningI am excited to pursue opportunities within the broader field of Machine Learning and Data science, especially if it means my work can make the world a better place. Hobbies: Kick-boxing, cooking and Bread baking, reading, meditation
Antea Group Belgium
View- Website:
- anteagroup.be
- Employees:
- 110
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ConsultantAntea Group Belgium Sep 2020 - PresentGhent, Flemish Region, BelgiumMy responsibilities include the co-writing of project proposals, as well as the technical execution of them. My man area of expertise employed here involves statistical modelling and shallowing learning, as well as some GIS and Remote sensing work. The main tools we use are R and Python, with a smattering of C++ where needed. The development of data driven apps and dynamic reporting through, e.g. R Markdown, is also part of my responsibilities. On occasion I also operate as the assistant project lead to oversee the day to day running of projects to ensure the quality and timeliness of the output as well as to give technical direction to the project to optimize the output for the specific needs of the customer. -
Geographic Information Systems VolunteerGents Milieufront (Gmf) Sep 2019 - PresentGent Area, Belgium -
Graduate StudentGhent University Oct 2009 - Sep 2019Ghent, BelgiumThe research here focused on the estimation of uncertainty when increasing the spatial resolution of rainfall. This was done by generating ensembles of possible/plausible rainstorms conditional on some coarse scale estimate. This was achieved by learning the behaviour between scales and then applying the learned rules to produce such images. We experimented with a variety of approaches such as Wavelet based noise generation and similar, Random regression forests, Sparse dictionaries and related.Keywords: Copulas, Machine Learning, Image processing, Rainfall, Soil Moisture -
Visiting ScholarUsda-Ars Aug 2008 - Aug 2009Beltsville, Maryland, United StatesMy role here was to support Dr. Wade Crow in his research on a variety of different data assimilation applications and techniques. My tasks included:- Implementing data assimilation techniques- Applying data assimilation to new models/measurements- Analyzing the effects of data assimilation methodologies. Keywords: Data assimilation, model optimization, remote sensing
Martinus Van Den Berg Skills
Martinus Van Den Berg Education Details
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Geology/Earth Science, General -
Nature And Forestry Management
Frequently Asked Questions about Martinus Van Den Berg
What company does Martinus Van Den Berg work for?
Martinus Van Den Berg works for Antea Group Belgium
What is Martinus Van Den Berg's role at the current company?
Martinus Van Den Berg's current role is Consultant at Antea Group Belgium | Statistics, Data Science, Machine Learning, Fluent in R & Python and an avid bread baker.
What is Martinus Van Den Berg's email address?
Martinus Van Den Berg's email address is mj****@****ail.com
What schools did Martinus Van Den Berg attend?
Martinus Van Den Berg attended Universiteit Van Amsterdam / University Of Amsterdam, Hogeschool Van Hall Larenstein Velp.
What skills is Martinus Van Den Berg known for?
Martinus Van Den Berg has skills like Statistics, R, Dutch, Earth Science, C++, Scientific Writing, Matlab, Geographic Information Systems, Geostatistics, Geospatial Data.
Who are Martinus Van Den Berg's colleagues?
Martinus Van Den Berg's colleagues are Gert Stappaerts, Jitse Faes, Prima Sekarsari, Marit Beeckman, Sven Yseboot, Joris Beeckman, Pauley Van Rixtel.
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