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start [2020/02/13 20:55]
lmatias [Latest Updates]
start [2020/02/13 20:56] (current)
lmatias [Bio]
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 Between 2014-2018, I've led  AI research lines at [[http://​www.neclab.eu/​|NEC Research Labs (Heidelberg,​ Germany)]], Currently, I am Head of Data Science at [[https://​www.kreditech.com/​|Kreditech (Hamburg, Germany)]] - where I lead ~15 //braves// on developing ML applications for Consumer Loan business (e.g.: credit scoring, pricing and customer affordability). Between 2014-2018, I've led  AI research lines at [[http://​www.neclab.eu/​|NEC Research Labs (Heidelberg,​ Germany)]], Currently, I am Head of Data Science at [[https://​www.kreditech.com/​|Kreditech (Hamburg, Germany)]] - where I lead ~15 //braves// on developing ML applications for Consumer Loan business (e.g.: credit scoring, pricing and customer affordability).
  
-My main interests are: Supervised Learning (Classification/​Regression/​Time Series Analysis), Adaptive Learning systems (to learn from non stationary distributions) and Automated Machine Learning (AutoML) - i.e., to learn how to develop different ML pipelines tailored to different projects/​verticals on a fully automated fashion. On the application side, I am interested on Financial Services (yrs. exp.), followed by Transportation (9 yrs. exp.) and Retail/​E-commerce.+My main interests are: Supervised Learning (Classification/​Regression/​Time Series Analysis), Adaptive Learning systems (to learn from non stationary distributions) and Automated Machine Learning (AutoML) - i.e., to learn how to develop different ML pipelines tailored to different projects/​verticals on a fully automated fashion. On the application side, I am interested on Financial Services (yrs. exp.), followed by Transportation (9 yrs. exp.) and Retail/​E-commerce.
  
 Together with the amazing collaborators that I had the opportunity to work with in my professional career, I've developed prototypes over my own novel learning frameworks using mainly [[http://​cran.r-project.org/​|R]]. Occasionally,​ I've also used [[https://​www.python.org/​|Python]]/​[[http://​www.cplusplus.com/​|C/​C++]]. ​ Together with the amazing collaborators that I had the opportunity to work with in my professional career, I've developed prototypes over my own novel learning frameworks using mainly [[http://​cran.r-project.org/​|R]]. Occasionally,​ I've also used [[https://​www.python.org/​|Python]]/​[[http://​www.cplusplus.com/​|C/​C++]]. ​
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