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Christian Stade-Schuldt
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Christian Stade-Schuldt
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<i>
Data Scientist
</i>
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<address class="margin-bottom-5">
Pankower Allee 69b
<br>
13409 Berlin, Germany
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+49
173 2332672
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[email protected]
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<a href="http://stade-schuldt.net">
www.stade-schuldt.net
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Objective
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Challenging career opportunities, which would help me to utilize my academic background, that assist me
to gain experience, employ my excellent interpersonal skills, and enable me to make a positive
contribution.
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Work Experience
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Project A
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Data Scientist
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2014 - Present
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Building a data pipeline and algorithms for ETL processes.
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Using Customer data to analyze and predict KPIs.
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Applying machine learning for customer segmentation, forecasts, sentiment analysis,
etc.
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Technische Universität Berlin
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Researcher
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2010 - 2013
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Creating a platform to support schools
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Researching algorithms for recommender systems and data-mining.
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Nokia Gate5
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Software Engineer
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2010 - 2010
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Integration of Navteq Place assets with Nokiaâs local search and places registry
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Cleaning data to improve connectivity with external partners
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Allmaxx
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Project Manager Data Mining
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2008 - 2008
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Data selection, cleaning and transformation.
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Selection of suitable mathematical and statistical models and evaluation.
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Application of different machine learning and data mining techniques and evaluation of
results.
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Siemens Corporate Research
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Research Intern
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2007 - 2008
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Exploring various options to improve efficiencies of data cleaning tasks.
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Performing data cleaning experiments using clustering and classification techniques.
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Researching on a combination of learning-based and rule-based algorithms.
</li>
</ul>
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Education
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MSc Computer Science
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Freie Universität Berlin, Germany
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2002 - 2009
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Minor: Business Administration and Physics
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Master Thesis: Learning-based Data Cleaning
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Military Service
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Jägerbataillon 1 BERLIN
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2000 - 2002
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Attended Reserve Officer Training
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Current rank: Captain (OF-2)
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Skills
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Technical
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Programming Languages:
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Python, Java, R, Ruby, SQL
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Web Frameworks:
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Django, Flask, Ruby on Rails
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Databases:
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PostgreSQL, MySQL, Oracle
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Web Development:
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HTML/HTML5, CSS/CCS3, JavaScript
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Orchestration and Configuration Management:
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Ansible, SaltStack
</li>
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Tools and Systems:
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Tensorflow, NumPy, SciPy, Scikit-learn, Pandas, Hadoop, Git
</li>
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Languages
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German - Native
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English - Fluent
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Spanish - Basic
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Projects
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<ul>
<li>
<strong>
<a href="http://solarpi.tafkas.net">
Solar Pi
</a>
</strong>
: Monitoring a photovoltaic
system using a Raspberry Pi
</li>
<li>
<strong>
<a href="https://pypi.python.org/pypi/pikopy">
pikopy
</a>
</strong>
: A package for working
with a Piko Inverter from Kostal
</li>
<li>
<strong>
<a href="https://github.com/Tafkas/fritzbox-munin">
fritzbox-munin
</a>
</strong>
: A
collection
of munin plugins to monitor AVM FRITZ!Box routers
</li>
<li>
<strong>
<a href="http://pi.tafkas.net">
Home temperature logging
</a>
</strong>
: Logging home
temperatures and visualization
</li>
<li>
<strong>
<a href="https://datasciencejobs.de">
DataScienceJobs
</a>
</strong>
: A job board for data
related jobs in Germany
</li>
</ul>
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Awards & Certificates
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<strong>
Coursera Classes
</strong>
: Data Analysis, Computing for Data Analysis, Machine Learning,
Cryptography
</li>
<li>
Runner Up in Analytics X Competition: Predicting Homicides in Philadelphia
</li>
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Top 5% rank at Kaggle.com
</li>
</ul>
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Interests
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Cycling,
<a href="http://stade-schuldt.net/running/">
running
</a>
, swimming, traveling, photography
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Requests
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Available upon request.
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