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CV: Update
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Martin Thoma
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@ -103,16 +103,15 @@
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{\raggedleft\textsc{2017}\par}
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{\raggedright\large IT Consultant\\
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\textit{Working for Netlight Consulting GmbH}\\[5pt]}
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{\raggedright\large IT Consultant for Netlight Consulting GmbH\\
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\textit{Building ML applications and Data Science tasks}\\[5pt]}
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\normalsize{Building ML applications and other Data Science work; Interviewing.
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A lot of Python, sklearn / NumPy / \href{https://arxiv.org/pdf/1907.10121.pdf}{SciPy}, Keras (Tensorflow backend), XGBoost,
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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.\\
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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
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Scrum or Kanban and Jira / Confluence. Often Packaging, Docker, AWS S3, ECR /
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ECS, DynamoDB, Cloudwatch. Sometimes MySQL or SQLite. Of course, using git.
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Occassionally, Kafka, GraphQL, building REST APIs and Selenium were involved.
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Security topics (AppSec, SDLC, SCA, SAST, DAST, threat modeling)}\\
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ECS, DynamoDB, Cloudwatch. Sometimes MySQL, PostgreSQL, or SQLite. Of course, using git.
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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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%----------------------------------------------------------------------------------------
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% WORK EXPERIENCE -0-
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@ -120,7 +119,7 @@ Security topics (AppSec, SDLC, SCA, SAST, DAST, threat modeling)}\\
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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 on-line handwriting recognition}\\[5pt]}
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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
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mathematical symbols, preprocessing, extracting features and using neural nets
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@ -132,7 +131,7 @@ to classify those symbols. The data was collected with \href{http://write-math.c
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{\raggedleft\textsc{2013}\par}
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{\raggedright\large Software Developer\\
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\textit{improving KIT lecture translator}\\[5pt]}
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\textit{Building a continuous learning architecture for KIT lecture translator}\\[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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@ -144,7 +143,7 @@ to classify those symbols. The data was collected with \href{http://write-math.c
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{\raggedright\large Scientific lector\\
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\textit{\LaTeX{}, German and computer science}\\[5pt]}
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\normalsize{I've corrected a script for computer engineering.}\\
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\normalsize{I've corrected and improved a script for computer engineering.}\\
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%----------------------------------------------------------------------------------------
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% WORK EXPERIENCE -0-
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@ -152,7 +151,7 @@ to classify those symbols. The data was collected with \href{http://write-math.c
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{\raggedleft\textsc{2012}\par}
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{\raggedright\large Tutor for programming\\
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\textit{teaching students programming at university}\\[5pt]}
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\textit{Teaching students programming at university}\\[5pt]}
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\normalsize{I taught people about 30 students how to program in Java.
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Coding conventions and basic OOP was part of the course. All of my German presentations are online.}\hfill \href{http://martin-thoma.com/programmieren-tutorium/#Folien}{$\rightarrow$ presentations}\\
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@ -163,28 +162,12 @@ Coding conventions and basic OOP was part of the course. All of my German presen
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{\raggedleft\textsc{2011}\par}
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{\raggedright\large Freelancer at KTC\\
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\textit{programming for a consulting company}\\[5pt]}
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\textit{Programming for a consulting company}\\[5pt]}
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\normalsize{At KTC, I gained first experiences with buisness-logic
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and a big, but algorithmically not challenging project. To be honest,
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I only fixed some Java bugs.}\\
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\normalsize{At KTC, I gained first experiences with a business rule engine
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and a big, but algorithmically not challenging project. It was my first contact
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with Consulting and Java, working for DAX companies.}\\
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%----------------------------------------------------------------------------------------
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% WORK EXPERIENCE -4-
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%{\raggedleft\textsc{2010}\par}
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%{\raggedright\large Compulsory community service\\
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%\textit{District Office Augsburg}\\[5pt]}
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%\normalsize{I have worked in the district office of Augsburg in my
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%as compulsory community service. I had the task to controll nature
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%conservation conditions. To do so, I had to use a geographic
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%information system (which could definitely be improved).}\\
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%----------------------------------------------------------------------------------------
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%----------------------------------------------------------------------------------------
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\end{minipage} % End left-hand side of the page
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\hfill
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@ -217,8 +200,7 @@ I only fixed some Java bugs.}\\
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%----------------------------------------------------------------------------------------
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% EDUCATION -1-
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2014 -- 2017 & \textbf{Master of Science} \\
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& \textsc{Computer Science} \\
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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}}\\
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& {\textbf{\color{headings}of Convolutional Neural Network}}\\
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& {\textbf{\color{headings}Architectures}} (\textbf{\href{https://arxiv.org/abs/1707.09725}{Link}})\\
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@ -228,22 +210,13 @@ I only fixed some Java bugs.}\\
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%----------------------------------------------------------------------------------------
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% EDUCATION -2-
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2011 -- 2014 & \textbf{Bachelor of Science} \\
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& \textsc{Computer Science} \\
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2011 -- 2014 & \textbf{Bachelor of Science} (\textsc{Computer Science})\\
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& \textit{Karlsruhe Institute of Technology} (KIT)\\
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& \textit{Carnegie Mellon University} (CMU)\\
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& Thesis about {\textbf{\color{headings}On-line Recognition of}}\\
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& {\textbf{\color{headings}Handwritten Mathematical Symbols}} (\textbf{\href{http://martin-thoma.com/write-math/}{Link}})\\
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&\\
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%----------------------------------------------------------------------------------------
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% EDUCATION -3-
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2004 -- 2010 & \textbf{Abitur}\\
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& \textsc{Intensive course physics and mathematics} \\
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& \textit{Paul-Klee-Gymnasium Gersthofen}\\
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&\\
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%----------------------------------------------------------------------------------------
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\end{tabular}\\[10pt]
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@ -255,6 +228,11 @@ I only fixed some Java bugs.}\\
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\section{Awards}
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\begin{tabular}{rl}
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2013 & \textbf{German Academic Scholarship Foundation}\\
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& \textit{Permanent Membership was granted}\\ \\
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%----------------------------------------------------------------------------------------
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2010 & \textbf{Winner Bundeswettbewerb Informatik}\\
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& \textit{Federal Competition for Computer Science}\\ \\
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@ -286,12 +264,12 @@ I only fixed some Java bugs.}\\
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& AWS (S3, EC2, ECR / ECS, Lambda, \\
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& Sagemaker), \textsc{PHP}, GraphQL\\ \\
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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}, \href{https://martin-thoma.com/rest/}{REST}\\ \\
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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\\
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& 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},\\
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& Numpy, \href{https://arxiv.org/pdf/1907.10121.pdf}{SciPy}, Pandas, Jupyter, OOP, \\
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% & Functional Programming, Pydantic, \\
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& \href{https://medium.com/analytics-vidhya/type-annotations-in-python-3-8-3b401384403d}{Type Annotations}, Pypika, \dots\\ \\
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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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%----------------------------------------------------------------------------------------
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@ -331,21 +309,19 @@ I only fixed some Java bugs.}\\
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{\raggedright\large Student research assistant at \textsc{ Institute of Toxicology and Genetics}, KIT\\
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\textit{participating in a university research project}\\[5pt]}
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\normalsize{In summer 2011 I worked for over a month for a
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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, fixed some bugs and re-written a slow Mathematica script
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in a much faster Python version. But it quickly turned out that
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this project had a lot of C++ source which was rarely commented or
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documented. I realized, that I wouldn't have time for this project
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after beginning my studies at university.}\\
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conversions and re-written a slow Mathematica script
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in a much faster Python version. It was my first contact with big data,
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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{since 2011}\par}
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{\raggedright\large Freelance Work\\
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\textit{building an online service}\\[5pt]}
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{\raggedright\large Building my own Startup\\
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\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
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@ -354,31 +330,47 @@ two schools in bavaria and three other schools were interested.
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Unfortunately, the ministry of education of Bavaria
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released an application with similar functionality in
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2012. This was the reason why I decided to shut down my service.}\\
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%----------------------------------------------------------------------------------------
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% WORK EXPERIENCE -3-
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{\raggedleft\textsc{2010}\par}
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{\raggedright\large Thesis about the RSA cryptosystem\\
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\textit{Explaining the foundations of asymmetric cryptography}\\[5pt]}
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\normalsize{Understanding asymmetric cryptograph with the RSA algorithm was the
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first time I went down the rabbithole of university-level mathematics. I could
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combine my enthusiasm for computer science, algorithms and mathematics in this
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first academic work.}\hfill \href{http://www.martin-thoma.de/Facharbeit-Martin-Thoma-2.pdf}{$\rightarrow$ read more}\\
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%----------------------------------------------------------------------------------------
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{\raggedleft\textsc{since 2006}\par}
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{\raggedright\large HackIts, Puzzles and Challenges\\
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\textit{ProjectEuler, bright-shadows.net and many more}\\[5pt]}
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{\raggedright\large Algorithm Engineering and Ethical Hacking\\
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\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. I started to solve puzzles
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in 2006 and I still like them. This was the reason why I participated
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in a practical curse at KIT for preparation for ICPC. It was fun,
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but I found out that many people are much faster in producing C++
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code that passed the tests than I am.
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However, as I've been very successfull at the Federal Competition for
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Computer Science (``Bundeswettbewerb Informatik'') it seems as if I'm
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better in problem solving if I get more time to think about it.}\\
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puzzles and participated in competitions. It started with trying to break into
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systems where the creators purposely left a security hole such as a possible
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SQL injection. From those HackIt's, I continued to solve programming and
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algorithm engineering puzzles in 2006 and I still like them. This was the
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reason why I participated in a practical curse at KIT for preparation for ICPC.
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It was fun, but I found out that many people are much faster in producing C++
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code that passed the tests than I am. However, as I've been very successfull at
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the Federal Competition for Computer Science (``Bundeswettbewerb Informatik'')
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it seems as if I'm better in problem solving if I get more time to think about
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it.}\\
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%----------------------------------------------------------------------------------------
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\section{About me}
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I love learning new stuff and giving that knowledge to others, often in the
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form of blog posts. Besides my studies, I have built a machine learning
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students group called \textit{Machine Learning Karlsruhe} (ml-ka.de). In this
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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
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about papers about convolutional networks.\\
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Besides that, I love playing board games and bouldering.
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Besides that, I like to play board games, to go hiking, bouldering, and climbing.
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\end{minipage} % End left-hand side of the page
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\hfill
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\section{Projects}
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\begin{tabular}{rl}
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%----------------------------------------------------------------------------------------
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09/2020 & \textbf{Flake8-simplify}\\
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& \textit{Automatic code simplification}\hfill \href{https://github.com/MartinThoma/flake8-simplify}{$\rightarrow$ read more}\\ \\
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%----------------------------------------------------------------------------------------
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02/2016 & \textbf{The WiLI benchmark dataset}\\
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& \textit{written language identification}\hfill \href{https://arxiv.org/abs/1801.07779}{$\rightarrow$ read more}\\ \\
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