Supervised+Reinforcement Learning, Graph/Bayesian Models, Ensemble Learning, Mahout
Regression, Decision Trees, Neural Nets (Deep Learning), SVMs, Recommender Systems
Cluster Analysis, Density Estimation, Dimension Reduction, Outlier Detection, Visual Analytics
Parsing, Normalization, Language Statistics, Sentiment Analysis, Semantic Analysis, Topic Models, Essay Scoring
Focused Web Crawling, Web Indexing, Learning to Rank
SQL, NoSQL, Hadoop, HBase, CouchDB, MySQL, Oracle, PostgreSQL
Java, Python, C, R, Matlab, Distributed Computing, MapReduce, Eclipse Plugin Development
Java (Spring), PHP, xHTML, CSS, Bootstrap, JavaScript, jQuery, Web Design, Search Engine Optimization
Linux, Gentoo, Debian
Developer, Machine Learning
Design and implementation of various Data Mining and Machine Learning applications.Consultant, Machine Learning
Delivery of Natural Language Processing Software, incl. ConsultancyStudent Assistant, Ubiquitous Knowledge Processing (UKP) Lab
Development of Natural Language Processing SoftwareStudent Assistant, Software Technology Group
Committer at Eclipse Code Recommenders (Java)Independent Contractor, Software Engineer
Web Development (PHP), Webdesign, Database Administration (MySQL), Server Administration (Linux)Software Engineer for Eclipse Code Recommenders
Project: "Code Recommenders: Extended & Crowd-sourced Javadoc Platform" (Java)Student Assistant, Software Technology Group
Automated Generation of FAQs from Software Development Mailing Lists (Java)Independent Contractor, Software Engineer
Web Crawler for Establishing a Product Database (Java)Darmstadt University of Technology, Germany
Thesis: Constructing and Summarizing Document Collections Using Reinforcement LearningDarmstadt University of Technology, Germany
Thesis: Semi-Automatically Extracting FAQs to Improve Accessibility of Software Development KnowledgePlaced 1st/159
Prize Pool: $100,0001 of 2 Awards
Prize: €2,500Placed 3rd/366
Prize Pool: $22,500Placed 4th/144
Prize Pool: $7,500Placed 6th/189
Prize Pool: $100,000Placed 6th/582
Prize Pool: $10,000Placed 7th/179
Prize Pool: $250,000Placed 10th/107
Prize Pool: $10,000Placed 2nd
Prize Pool: €2,500Best 30/2,000+
"Federal President's Prize"Stefan Henß, Martin Monperrus, Mira Mezini
In Proceedings of the International Conference on Software Engineering, 2012. (Acceptance Quote: 87/408, 21%)Contributor to a handbook of the Big Data Committee
Contributor to Eclipse Code Recommenders
Developed and improved multiple tools tools for analyzing and generated source code.