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\usepackage { microtype}
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\begin { document}
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\par { \centering { \sffamily \Huge Martin Thoma} \\ % Your name
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{ \Huge \color { headings} \fontspec { LTZapfino One} Curriculum { Vit\fontspec { LTZapfino One} \ae } \\ [15pt] \par }
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%----------------------------------------------------------------------------------------
% WORK EXPERIENCE
%----------------------------------------------------------------------------------------
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\section { Work Experience}
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%----------------------------------------------------------------------------------------
% WORK EXPERIENCE -0-
{ \raggedleft \textsc { 2021} \par }
{ \raggedright \large Senior Backend/DLT Developer\\
\textit { Building Django Backends for Cashlink} \\ [5pt] }
\normalsize { Cashlink is a Blockchain/FinTech Startup with an incredible team.
I'm improving the overall code quality and implementing new features. The
environment is highly asynchronous.} \\
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%----------------------------------------------------------------------------------------
% WORK EXPERIENCE -0-
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{ \raggedleft \textsc { 2017 - 2021} \par }
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{ \raggedright \large IT Consultant for Netlight Consulting GmbH\\
\textit { Building ML applications and Data Science tasks} \\ [5pt] }
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\normalsize { I've built a dynamic pricing system using reinforcement learning, a recommendation engine at a video streaming service, helped to build and establish a local and offshore data science team at an SDAX company. The analytical tasks involved A/B tests, churn analysis, fraud prediction.\\
My work typically was done with Python, sklearn / NumPy / \href { https://arxiv.org/pdf/1907.10121.pdf} { SciPy} , Keras (Tensorflow backend), XGBoost,
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Jupyter Notebooks, Pandas, pytest, Flask and nginx. Usually in teams using
Scrum or Kanban and Jira / Confluence. Often Packaging, Docker, AWS S3, ECR /
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ECS, DynamoDB, Cloudwatch. Sometimes MySQL, PostgreSQL, or SQLite. Of course, using git.
Occassionally, Kafka, GraphQL, building REST APIs and Selenium were involved. Recently, I worked on security topics (AppSec, SDLC, SCA, SAST, DAST, threat modeling).} \\
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%----------------------------------------------------------------------------------------
% WORK EXPERIENCE -0-
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{ \raggedleft \textsc { 2014} \par }
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{ \raggedright \large Student research assistant\\
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\textit { Developing neural nets for handwriting recognition} \\ [5pt] }
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\normalsize { My bachelors thesis includes getting on-line data of handwritten
mathematical symbols, preprocessing, extracting features and using neural nets
to classify those symbols. The data was collected with \href { http://write-math.com} { write-math.com} . All results are available there, too.} \\
%----------------------------------------------------------------------------------------
% WORK EXPERIENCE -0-
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{ \raggedleft \textsc { 2013 - 2015} \par }
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{ \raggedright \large Software Developer\\
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\textit { Building a continuous learning architecture for KIT} \\ [5pt] }
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\normalsize { I've implemented and integrated an unsupervised acoustic model training framework into KIT lecture translator system for automatic model adaption.} \\
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%----------------------------------------------------------------------------------------
% WORK EXPERIENCE -0-
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{ \raggedleft \textsc { 2012 - 2013} \par }
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{ \raggedright \large Tutor for programming \& Scientific lector\\
\textit { Teaching, \LaTeX { } , Computer Science} \\ [5pt] }
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\normalsize { Teaching students coding conventions and basic OOP in Java;
improving a script for computer engineering.} \hfill \href { http://martin-thoma.com/programmieren-tutorium/#Folien} { $ \rightarrow $ presentations} \\
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%----------------------------------------------------------------------------------------
% WORK EXPERIENCE -1-
{ \raggedleft \textsc { 2011} \par }
{ \raggedright \large Freelancer at KTC\\
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\textit { Programming for a consulting company} \\ [5pt] }
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\normalsize { At KTC, I gained first experiences with a business rule engine
and a big, but algorithmically not challenging project. It was my first contact
with Consulting and Java, working for DAX companies.} \\
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\raisebox { -4pt} { \textifsymbol { 18} } & Alte Allee 107, 81245 Munich \\ % Address
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\raisebox { -3pt} { \Mobilefone } & +49 $ ( $ 1636$ ) $ 28 04 91 \\ % Phone number
\raisebox { -1pt} { \Letter } & \href { mailto:info@martin-thoma.de} { info@martin-thoma.de} \\ % Email address
\Keyboard & \href { http://martin-thoma.com} { martin-thoma.com} \\ % Website
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} \\ [10pt]
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% EDUCATION
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\section { Education}
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\begin { tabular} { rl} % Start a table with two columns, one for dates and one for qualifications
%----------------------------------------------------------------------------------------
% EDUCATION -1-
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2014 -- 2017 & \textbf { Master of Science} (\textsc { Computer Science} )\\
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& Thesis about { \textbf { \color { headings} Analysis and Optimization} } \\
& { \textbf { \color { headings} of Convolutional Neural Network} } \\
& { \textbf { \color { headings} Architectures} } (\textbf { \href { https://arxiv.org/abs/1707.09725} { Link} } )\\
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& \textit { Karlsruhe Institute of Technology} \\
& \\
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%----------------------------------------------------------------------------------------
% EDUCATION -2-
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2011 -- 2014 & \textbf { Bachelor of Science} (\textsc { Computer Science} )\\
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& \textit { Karlsruhe Institute of Technology} (KIT)\\
& \textit { Carnegie Mellon University} (CMU)\\
& Thesis about { \textbf { \color { headings} On-line Recognition of} } \\
& { \textbf { \color { headings} Handwritten Mathematical Symbols} } (\textbf { \href { http://martin-thoma.com/write-math/} { Link} } )\\
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& \\
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%----------------------------------------------------------------------------------------
\end { tabular} \\ [10pt]
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% AWARDS
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\section { Awards}
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\begin { tabular} { rl}
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2013 & \textbf { German Academic Scholarship Foundation} \\
& \textit { Permanent Membership was granted} \\ \\
%----------------------------------------------------------------------------------------
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2010 & \textbf { Winner Bundeswettbewerb Informatik} \\
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& \textit { Federal Competition for Computer Science} \\ \\
%----------------------------------------------------------------------------------------
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2008 & \textbf { 1st prize} \\
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& \textit { data analysis competition at University of Augsburg} \\ [10pt]
%----------------------------------------------------------------------------------------
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% 2008 & \textbf{Award for social commitment}\\
% & \textit{Paul-Klee-Gymnasium}
% \\[10pt]
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%----------------------------------------------------------------------------------------
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2007 & \textbf { Prize for science and research} \\
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& \textit { FOCUS pupils competition}
\end { tabular} \\ [10pt]
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% COMPUTER SKILLS
%----------------------------------------------------------------------------------------
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\section { Technological Stack}
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\begin { tabular} { ll}
\textbf { Basics} & \textsc { JavaScript} , jQuery, \textsc { Linux} , \textsc { SQL} , \\
& AWS (S3, EC2, ECR / ECS, Lambda, \\
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& Sagemaker), \textsc { PHP} , GraphQL, Django\\ \\
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\textbf { Intermediate} & \LaTeX , \textsc { Java} , \textsc { HTML} , \textsc { CSS} , SQLAlchemy\\
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& \href { https://martin-thoma.com/docker/} { Docker} , git, \href { https://levelup.gitconnected.com/ci-pipelines-for-python-projects-9ac2830d2e38} { CI/CD pipelines} \\ \\
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\textbf { Expert} & \textsc { \href { https://stackoverflow.com/help/badges/51/python?userid=562769} { Python} and it's eco-system} , including\\
& packaging, \href { https://medium.com/swlh/unit-testing-in-python-basics-21a9a57418a0} { pytest} , \href { https://towardsdatascience.com/pre-commit-hooks-you-must-know-ff247f5feb7e} { pre-commit} , \href { https://medium.com/analytics-vidhya/how-to-test-flask-applications-aef12ae5181c} { Flask} ,\\
& Numpy, \href { https://arxiv.org/pdf/1907.10121.pdf} { SciPy} , Pandas, Jupyter, OOP, \\
% & Functional Programming, Pydantic, \\
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& \href { https://medium.com/analytics-vidhya/type-annotations-in-python-3-8-3b401384403d} { Type Annotations} , Pypika, \href { https://martin-thoma.com/rest/} { REST} , \dots \\ \\
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\end { tabular}
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% COMMUNICATION SKILLS
%----------------------------------------------------------------------------------------
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\section { Language Skills}
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\begin { tabular} { rl}
\textsc { German}
& mother tongue\\
& \\
\textsc { English}
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& Cambridge Certificate – C1\\
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& \\
\end { tabular} \\ [10pt]
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% WORK EXPERIENCE
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\section { Work Experience}
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%----------------------------------------------------------------------------------------
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% WORK EXPERIENCE -2-
{ \raggedleft \textsc { 2011} \par }
{ \raggedright \large Student research assistant at \textsc { Institute of Toxicology and Genetics} , KIT\\
\textit { participating in a university research project} \\ [5pt] }
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\normalsize { In summer 2011 I worked on a
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research project at KIT. I have written bash scripts for file
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conversions and re-written a slow Mathematica script
in a much faster Python version. It was my first contact with big data,
clustering algorithms, data centers using Hadoop, C++, VTK, cmake} \\
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%----------------------------------------------------------------------------------------
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% WORK EXPERIENCE -3-
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{ \raggedleft \textsc { 2011 - 2012} \par }
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{ \raggedright \large Building my own Startup\\
\textit { MATHOS - a calendar app for schools} \\ [5pt] }
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\normalsize { I have started to work as a freelancer at the beginning
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of 2011. I have developed an online-service which helped
schools to coordinate their dates. I have sold this online service to
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two schools in bavaria and three other schools were interested.
Unfortunately, the ministry of education of Bavaria
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released an application with similar functionality in
2012. This was the reason why I decided to shut down my service.} \\
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%----------------------------------------------------------------------------------------
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% WORK EXPERIENCE -3-
{ \raggedleft \textsc { 2010} \par }
{ \raggedright \large Thesis about the RSA cryptosystem\\
\textit { Explaining the foundations of asymmetric cryptography} \\ [5pt] }
\normalsize { Understanding asymmetric cryptograph with the RSA algorithm was the
first time I went down the rabbithole of university-level mathematics. I could
combine my enthusiasm for computer science, algorithms and mathematics in this
first academic work.} \hfill \href { http://www.martin-thoma.de/Facharbeit-Martin-Thoma-2.pdf} { $ \rightarrow $ read more} \\
%----------------------------------------------------------------------------------------
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{ \raggedleft \textsc { 2006 - 2011} \par }
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{ \raggedright \large Algorithm Engineering and Ethical Hacking\\
\textit { ProjectEuler and many more} \\ [5pt] }
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\normalsize { I like solving logical, algorithmical or math
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puzzles and participated in competitions. It started with trying to break into
systems where the creators purposely left a security hole such as a possible
SQL injection. From those HackIt's, I continued to solve programming and
algorithm engineering puzzles in 2006 and I still like them. This was the
reason why I participated in a practical curse at KIT for preparation for ICPC.
It was fun, but I found out that many people are much faster in producing C++
code that passed the tests than I am. However, as I've been very successfull at
the Federal Competition for Computer Science (``Bundeswettbewerb Informatik'')
it seems as if I'm better in problem solving if I get more time to think about
it.} \\
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%----------------------------------------------------------------------------------------
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\section { About me}
I love learning new stuff and giving that knowledge to others, often in the
form of blog posts. Besides my studies, I have built a machine learning
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students group called \textit { Machine Learning Karlsruhe} . In this
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group we organized regular \enquote { Paper Discussion Groups} in which we talked
about papers about convolutional networks.\\
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I like playing board games, reading SciFi novels, to go hiking, bouldering, and climbing.
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% AWARDS
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\section { Private Projects}
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\begin { tabular} { rl}
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%----------------------------------------------------------------------------------------
09/2020 & \textbf { Flake8-simplify} \\
& \textit { Automatic code simplification} \hfill \href { https://github.com/MartinThoma/flake8-simplify} { $ \rightarrow $ read more} \\ \\
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%----------------------------------------------------------------------------------------
02/2016 & \textbf { The WiLI benchmark dataset} \\
& \textit { written language identification} \hfill \href { https://arxiv.org/abs/1801.07779} { $ \rightarrow $ read more} \\ \\
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%----------------------------------------------------------------------------------------
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02/2016 & \textbf { A Survey of Semantic Segmentation} \\
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& \textit { writing a review paper about the work } \\
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& \textit { in the area} \hfill \href { https://arxiv.org/abs/1602.06541} { $ \rightarrow $ read more} \\ \\
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%----------------------------------------------------------------------------------------
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01/2016 & \textbf { Creativity in Machine Learning} \\
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& \textit { a little project to help people understand} \\
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& \textit { my fascination about the topic} \hfill \href { https://arxiv.org/abs/1601.03642} { $ \rightarrow $ read more} \\ \\
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%----------------------------------------------------------------------------------------
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05/2015 & \textbf { Semantic Segmentation with CNNs} \\
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& \textit { classifying street for self-driving cars} \\ \\
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%----------------------------------------------------------------------------------------
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11/2013 & \textbf { Book about Geometry and Topology} \\
& \textit { writing an introduction to geometry and} \\
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& \textit { topology} \hfill \href { http://martin-thoma.com/geotopo/} { $ \rightarrow $ read more} \\ \\
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%----------------------------------------------------------------------------------------
06/2013 & \textbf { Interpolation} \\
& \textit { creating an interactive HTML5/JS-example} \\
& \textit { for interpolation} \hfill \href { http://martin-thoma.com/polynomial-interpolation/} { $ \rightarrow $ read more} \\ \\
%----------------------------------------------------------------------------------------
06/2012 & \textbf { Matrix multiplication} \\
& \textit { examining algorithms and libraries for} \\
& \textit { matrix multiplication} \hfill \href { http://martin-thoma.com/matrix-multiplication-python-java-cpp/} { $ \rightarrow $ read more} \\ \\
%----------------------------------------------------------------------------------------
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since & \textbf { Blogging on martin-thoma.com} \\
09/2011 & \textit { about Algorithms, the Web, University, \dots } \\ \\
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%----------------------------------------------------------------------------------------
06/2011 & \textbf { Community Chess} \\
& \textit { This is a platform for programmers. They} \\
& \textit { can use the API to create A.I.s that play} \\
& \textit { chess agains each other. } \hfill \href { https://github.com/MartinThoma/community-chess} { $ \rightarrow $ read more} \\ \\
\end { tabular} \\ [10pt]
%----------------------------------------------------------------------------------------
% COMPUTER SKILLS
%----------------------------------------------------------------------------------------
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\section { Online Courses}
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\begin { tabular} { rll}
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09/2013 & \textbf { Artificial Intelligence} & Udacity\\
& \textbf { for Robotics} & \\
& \textit { finished 10/2013} & \\ \\
06/2013 & \textbf { Introduction to } & Udacity\\
& \textbf { Artificial Intelligence} & \\
& \textit { finished 08/2013} & \\ \\
05/2012 & \textbf { Algorithms I} & Stanford\\
& \textit { finished 07/2012} & \\ \\
06/2010 & \textbf { Introduction to Computer} & MIT\\
& \textbf { Science and Programming} & \\
& \textit { finished 09/2010} & \\ \\
\end { tabular} \\ [10pt]
\section { Profiles}
\begin { tabular} { ll}
StackExchange & \href { https://careers.stackoverflow.com/thoma} { careers.stackoverflow.com/thoma} \\
arXiv & \href { http://arxiv.org/a/thoma_ m_ 1.html} { arxiv.org/a/thoma\_ m\_ 1} \\
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LinkedIn & \href { https://www.linkedin.com/in/martin-thoma} { linkedin.com/in/martin-thoma} \\
2013-10-21 01:57:02 +02:00
\end { tabular} \\ [10pt]
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