Objective
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.
Work Experience
Project A
Data Scientist
2014 - Present
- Building a data pipeline and algorithms for ETL processes.
- Using Customer data to analyze and predict KPIs.
- Applying machine learning for customer segmentation, forecasts, sentiment analysis, etc.
Technische Universität Berlin
Researcher
2010 - 2013
- Creating a platform to support schools
- Researching algorithms for recommender systems and data-mining.
Nokia Gate5
Software Engineer
2010 - 2010
- Integration of Navteq Place assets with Nokia’s local search and places registry
- Cleaning data to improve connectivity with external partners
Allmaxx
Project Manager Data Mining
2008 - 2008
- Data selection, cleaning and transformation.
- Selection of suitable mathematical and statistical models and evaluation.
- Application of different machine learning and data mining techniques and evaluation of results.
Siemens Corporate Research
Research Intern
2007 - 2008
- Exploring various options to improve efficiencies of data cleaning tasks.
- Performing data cleaning experiments using clustering and classification techniques.
- Researching on a combination of learning-based and rule-based algorithms.
Education
MSc Computer Science
Freie Universität Berlin, Germany
2002 - 2009
- Minor: Business Administration and Physics
- Master Thesis: Learning-based Data Cleaning
Military Service
Jägerbataillon 1 BERLIN
2000 - 2002
- Attended Reserve Officer Training
- Current rank: Captain (OF-2)
Skills
Technical
- Programming Languages: Python, Java, R, Ruby, SQL
- Web Frameworks: Django, Flask, Ruby on Rails
- Databases: PostgreSQL, MySQL, Oracle
- Web Development: HTML/HTML5, CSS/CCS3, JavaScript
- Orchestration and Configuration Management: Ansible, SaltStack
- Tools and Systems: Tensorflow, NumPy, SciPy, Scikit-learn, Pandas, Hadoop, Git
Languages
- German - Native
- English - Fluent
- Spanish - Basic
Projects
- Solar Pi: Monitoring a photovoltaic system using a Raspberry Pi
- pikopy: A package for working with a Piko Inverter from Kostal
- fritzbox-munin: A collection of munin plugins to monitor AVM FRITZ!Box routers
- Home temperature logging: Logging home temperatures and visualization
- DataScienceJobs: A job board for data related jobs in Germany
Awards & Certificates
- Coursera Classes: Data Analysis, Computing for Data Analysis, Machine Learning, Cryptography
- Runner Up in Analytics X Competition: Predicting Homicides in Philadelphia
- Top 5% rank at Kaggle.com
Interests
Cycling, running, swimming, traveling, photography
Requests
Available upon request.