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start [2020/02/13 20:56]
lmatias [Bio]
start [2020/09/14 09:23] (current)
lmatias [Latest Updates]
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 {{:​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. ​ {{:​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. ​
  
-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.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 (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 (4 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 (4 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]]. OccasionallyI'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]] ​and, lately, [[https://​www.python.org/​|Python]] ​over [[https://​aws.amazon.com/​|AWS]] Cloud tech stack. Occasionally,​ I've also used /​[[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]].+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 deliver ​on-time ​product-grade software ​which enables ​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 }}//​14/​09/​2020 - I just got invited to be part of the Program Committee of  [[https://​aaai.org/​Conferences/​AAAI-21/​|AAAI 2021]]!!!// ​
 +
 +{{:​breaking_news.png?​45x21 }}//​06/​09/​2020 - The Part 1 of my first technology blog post [[https://​medium.com/​@luis.moreira.matias/​zero-stack-data-scientist-part-i-beginnings-1691afa2b510|Zero-Stack Data Scientist"​]] is out!//
 +
 +{{:​breaking_news.png?​45x21 }}//​15/​08/​2020 - I was [[https://​tinyurl.com/​AI4Executives|Guest Lecturer of "AI for Executives"​]] course from [[https://​www.hh.se/​utbildning/​kurser/​ai-for-chefer.html|Halmstad University]] for leaders from Ericsson, Schneider Electric, Alfa Laval, among others!//
 +
 +{{:​breaking_news.png?​45x21 }}//​12/​08/​2020 - I am #​keynoteSpeaker of [[https://​bremen.ai/​bremen-ai-datalounge-1/​|Bremen.AI'​s Data Lounge]], next 26/08/2020, 18:00 CEST!// ​
 +
 +
 +{{:​breaking_news.png?​45x21 }}//​31/​03/​2020 - I just got invited to be part of the Program Committee of Demo Track of [[https://​ecmlpkdd2020.net/​|ECML/​PKDD 2020]]!!!// ​
 +
 +{{:​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 }}//​13/​02/​2020 - I am #​keynoteSpeaker of [[https://​conference.data-science.com.ua/​en/​|Data Science UA Conference 2020]]! Stay tuned to know more!!//
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 {{:​breaking_news.png?​45x21 }}//​23/​01/​2019 - I just got a paper accepted at [[http://​conferences.cis.umac.mo/​icde2019/​|IEEE ICDE 2019]] - a poster version of my recent paper on [[https://​ieeexplore.ieee.org/​document/​8529287?​arnumber=8529287&​source=authoralert|IEEE TKDE]] [[investigacao|Check it out]]!!!// {{:​breaking_news.png?​45x21 }}//​23/​01/​2019 - I just got a paper accepted at [[http://​conferences.cis.umac.mo/​icde2019/​|IEEE ICDE 2019]] - a poster version of my recent paper on [[https://​ieeexplore.ieee.org/​document/​8529287?​arnumber=8529287&​source=authoralert|IEEE TKDE]] [[investigacao|Check it out]]!!!//
- 
-{{:​breaking_news.png?​45x21 }}//​18/​12/​2018 - I just got interviewed by [[https://​spectrum.ieee.org/​|IEEE Spectrum]] - about my most recent work. [[keynotes|Check it out]]!!!// 
- 
-{{:​breaking_news.png?​45x21 }}//​20/​11/​2018 - I just got a paper accepted at [[https://​ieeexplore.ieee.org/​document/​8529287?​arnumber=8529287&​source=authoralert|IEEE TKDE]] - the top data mining venue worldwide alongside KDD - about predicting passenger demand from GPS-based data streams. [[investigacao|Check it out]]!!!// 
- 
-{{:​breaking_news.png?​45x21 }}//​12/​11/​2018 - I just got a Special Issue published at [[https://​ieeexplore.ieee.org/​document/​8529287?​arnumber=8529287&​source=authoralert|IEEE T-ITS]] about Knowledge Discovery from Mobility Data. [[investigacao|Check it out]]!!!// 
- 
-{{:​breaking_news.png?​45x21 }}//​13/​08/​2018 - I just got a paper accepted at [[https://​ieeexplore.ieee.org/​xpl/​RecentIssue.jsp?​punumber=6979|IEEE T-ITS]] about automatic evaluation of Floating Car Data Quality. [[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!!!//​ 
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