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start [2019/05/04 17:08]
lmatias [Bio]
start [2020/03/12 15:08] (current)
lmatias [Bio]
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 ===== Bio ===== ===== Bio =====
  
-{{:​eu2016.png?​162x255 }}My name is **Luis Moreira-Matias** and I have a MsC in Software Engineering and a [[tese|Phd]] in Machine Learning from [[http://​www.fe.up.pt|U. Porto]] since 2009 and 2015, respectively. ​+{{:​eu2016.png?​162x255 }}My name is **Luis Moreira-Matias** and I have a MsC in Software Engineering and a [[tese|Phd]] in Machine Learning ​(ML) from [[http://​www.fe.up.pt|U. Porto]] since 2009 and 2015, respectively. ​
  
-After ~4 years(2014-2018) leading ​AI-based ​research lines at [[http://​www.neclab.eu/​|NEC Research Labs (Heidelberg,​ Germany)]], I am Head of Data Science at [[https://​www.kreditech.com/|Kreditech ​(Hamburg, Germany)]] ​since 2018 - where I work on applications for Consumer Loan business, namely, ​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.monedo.com/|Monedo ​(Hamburg, Germany)]] ​(ex- Kreditech) ​- where I lead ~15 //​braves// ​on developing ML applications for Consumer Loan business ​(e.g.: ​credit scoring).
  
-My main interests are: Supervised Learning (ClassificationRegressionTime 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/​datasets ​on a fully automatic ​fashion. On the application side, I have a strong interest ​on Financial Services (yrs. exp.), followed by Transportation (9 yrs. exp.) and Retail.+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 also use [[https://​www.python.org/​|Python]]/​[[http://​www.cplusplus.com/​|C/​C++]]. For additional information,​ please check my [[https://www.dropbox.com/s/​is4os5xldcnbl0p/​cv_luismoreiramatias.docx?dl=0|CV]].+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++]].  
 + 
 +Nowadays, I focus more on Data Science Management and Data Executive/​Strategist roles. Firstly, this implies to create, roll-out and oversee an organization-wide data processing strategy and a regulation-compliant roadmap for its monetization (with proprietary ML technology and in-house R&D). Secondly, I am focused on how to hire, groom and retain exceptional Data Science talent, as well as to manage, supervise and organize them to attemptly deliver product-grade software enabling the deployment of our ML frameworks. For additional information,​ please check my [[https://drive.google.com/open?id=13zwX5MEeU0m5toVw0B5cdO33Gg5lUEGAK6wOFwB-G6Y|CV]].
  
 **Thank you for visiting my personal homepage**! **Thank you for visiting my personal homepage**!
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 ==== Latest Updates ==== ==== Latest Updates ====
  
 +{{:​breaking_news.png?​45x21 }}//​21/​02/​2020 - I just got invited to be part of the Program Committee of [[https://​cikm2020.org/​|CIKM 2020]]!!!// ​
 +
 +{{:​breaking_news.png?​45x21 }}//​13/​02/​2020 - I am #​keynoteSpeaker of [[https://​conference.data-science.com.ua/​en/​|Data Science UA Conference 2020]]! Stay tuned to know more!!//
 +
 +{{:​breaking_news.png?​45x21 }}//​22/​01/​2020 - I just got invited to be Senior Program Committee member (Area Chair) of [[https://​ecmlpkdd2020.net/​|ECML/​PKDD 2020]]!!!// ​
 +
 +{{:​breaking_news.png?​45x21 }}//​09/​12/​2019 - Just got a [[https://​patents.google.com/​patent/​US20170270413A1/​en|Patent granted]] on a AI-based system to estimate mass transit vehicle pax based on GPS data standlone. Check it out [[http://​luismatias.addvolt.com/​doku.php?​id=investigacao|here]]!!!//​
 +
 +{{:​breaking_news.png?​45x21 }}//​30/​10/​2019 - I just got invited to be Sponsorship and Industrial Track Chair of [[https://​ecmlpkdd2020.net/​|ECML/​PKDD 2020]]!!!// ​
 +
 +{{:​breaking_news.png?​45x21 }}//​22/​10/​2019 - I just got invited to be part of the Program Committee of [[https://​ismis.ist.tugraz.at/​|ISMIS 2020]]!!!// ​
 +
 +{{:​breaking_news.png?​45x21 }}//​01/​10/​2019 - Just got a [[https://​patents.google.com/​patent/​US20170270413A1/​en|Patent granted]] on a AI-based system for Highway/​road incident prediction for short-term horizons. Check it out [[http://​luismatias.addvolt.com/​doku.php?​id=investigacao|here]]!!!//​
 +
 +{{:​breaking_news.png?​45x21 }}//​20/​07/​2019 - I am #​keynoteSpeaker of [[https://​itarena.ua/​|It Arena 2019]]! Stay tuned to know more!!//
 +
 +{{:​breaking_news.png?​45x21 }}//​12/​07/​2019 - I just got a paper accepted on [[https://​ieeexplore.ieee.org/​xpl/​RecentIssue.jsp?​punumber=6979|IEEE T-ITS]] about Trajectory Prediction!!!//​
 +
 +{{:​breaking_news.png?​45x21 }}//​08/​07/​2019 - My ex-student, [[https://​www.linkedin.com/​in/​amal-saadallah-31328b10a/​|Amal Saadallah]] is among the finalists of [[https://​www.datsciawards.com/​finalists-2019/#/​|DatSci Awards 2019]]!!!//
 +
 +{{:​breaking_news.png?​45x21 }}//​20/​06/​2019 - I just got a paper accepted on [[http://​www.ecmlpkdd2019.org/​|ECML/​PKDD 2019]] about Reject Inference in Credit Scoring!!!//​
  
 {{:​breaking_news.png?​45x21 }}//​26/​04/​2019 - I just got invited to give a keynote about Kreditech'​s latest Data Science R&D topics at [[http://​www.liaad.up.pt/​news-events/​seminarios-do-liaad|LIAAD,​ INESC TEC]], next 02/05/2019 (15:​00)!!!//​ {{:​breaking_news.png?​45x21 }}//​26/​04/​2019 - I just got invited to give a keynote about Kreditech'​s latest Data Science R&D topics at [[http://​www.liaad.up.pt/​news-events/​seminarios-do-liaad|LIAAD,​ INESC TEC]], next 02/05/2019 (15:​00)!!!//​
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 {{:​breaking_news.png?​45x21 }}//​08/​08/​2018 - I just got a paper accepted at [[https://​ieeexplore.ieee.org/​xpl/​RecentIssue.jsp?​punumber=8856|IEEE T-ASE]] about Data-driven Shared Subway Shuttle Bus Route Planning. [[investigacao|Check it out]]!!!// {{:​breaking_news.png?​45x21 }}//​08/​08/​2018 - I just got a paper accepted at [[https://​ieeexplore.ieee.org/​xpl/​RecentIssue.jsp?​punumber=8856|IEEE T-ASE]] about Data-driven Shared Subway Shuttle Bus Route Planning. [[investigacao|Check it out]]!!!//
  
-{{:​breaking_news.png?​45x21 }}//​01/​08/​2018 - I just joined [[https://​www.kreditech.com/​|Kreditech]] as Head of Data Science!!!//​ 
-  
-{{:​breaking_news.png?​45x21 }}//​18/​07/​2018 - I just got a paper accepted for publication on [[https://​ieeexplore.ieee.org/​xpl/​RecentIssue.jsp?​punumber=6979|IEEE Transactions on Intelligent Transportation Systems]]!!! on learning from incomplete and unreliable traffic flow data. [[investigacao|Check it out]]!!!// 
- 
-{{:​breaking_news.png?​45x21 }}//​22/​06/​2018 - I am now invited reviewer of [[https://​ieeexplore.ieee.org/​xpl/​RecentIssue.jsp?​punumber=6221021|IEEE Transactions on Systems, Man, and Cybernetics:​ Systems]]!!!//​ 
- 
-{{:​breaking_news.png?​45x21 }}//​21/​06/​2018 - I just got invited to be part of the Program Committee of [[https://​aaai.org/​Conferences/​AAAI-19/​|AAAI 2019]]!!!// ​ 
- 
-{{:​breaking_news.png?​45x21 }}//​15/​06/​2018 - Our paper entitled "​MetaBags:​ Bagged Meta-Decision Trees for Regression"​ just got accepted to be presented at [[http://​www.ecmlpkdd2018.org/​|ECML/​PKDD 2018]]. Check it out [[http://​luismatias.addvolt.com/​doku.php?​id=investigacao|here]]!!!//​ 
- 
-{{:​breaking_news.png?​45x21 }}//​11/​06/​2018 - I am now invited reviewer of [[https://​ieeexplore.ieee.org/​xpl/​RecentIssue.jsp?​punumber=6570650|IEEE Transactions on Computational Social Systems]]!!!//​ 
- 
-{{:​breaking_news.png?​45x21 }}//​28/​05/​2018 - My ex-student [[https://​www.linkedin.com/​in/​sourabh-sarvotham-parkala-35995338/​|Sourabh Parkala]] just successfully defended his Msc Thesis entitled [[investigacao#​msc_supervisions|"​Ranking Feature Importance Through Representation Hierarchies"​]] at [[https://​www.uni-kl.de/​startseite/​|TU Kaiserlautern]]!!!//​ 
- 
-{{:​breaking_news.png?​45x21 }}//​18/​04/​2018 - Just developed a novel stacking meta-learning-based approach for regression problems. Details in [[https://​arxiv.org/​abs/​1804.06207|arXiv]]!!!//​ 
  
-{{:​breaking_news.png?​45x21 }}//​16/​04/​2018 - I just got invited to be part of the Program Committee of [[http://​www.ecmlpkdd2018.org/​|ECML/​PKDD 2018]]!!!// ​ 
  
-{{:​breaking_news.png?​45x21 }}//​25/​03/​2018 - Proud to be part of the Technical Program Committee of [[http://​www.smart-world.org/​2018/​iSCI/​index.php|IEEE iSCI 2018]]!!!// 
  
  
 // // // //
  ​[[investigacao|Publications]] | [[http://​scholar.google.pt/​citations?​user=rTEfw38AAAAJ|Google Citations]] | [[http://​pt.linkedin.com/​in/​lmatias|LinkedIn]] | [[http://​www.informatik.uni-trier.de/​~ley/​pers/​hd/​m/​Moreira=Matias:​Lu=iacute=s.html|DBLP]] | [[https://​www.researchgate.net/​profile/​Luis_Moreira-Matias/?​ev=hdr_xprf|Research Gate]] | [[http://​orcid.org/​0000-0003-3863-6357|ORCID]] | [[https://​github.com/​moreiramatias|GitHub]]  ​[[investigacao|Publications]] | [[http://​scholar.google.pt/​citations?​user=rTEfw38AAAAJ|Google Citations]] | [[http://​pt.linkedin.com/​in/​lmatias|LinkedIn]] | [[http://​www.informatik.uni-trier.de/​~ley/​pers/​hd/​m/​Moreira=Matias:​Lu=iacute=s.html|DBLP]] | [[https://​www.researchgate.net/​profile/​Luis_Moreira-Matias/?​ev=hdr_xprf|Research Gate]] | [[http://​orcid.org/​0000-0003-3863-6357|ORCID]] | [[https://​github.com/​moreiramatias|GitHub]]
start.1556989730.txt.gz · Last modified: 2019/05/04 17:08 by lmatias