I am a Software Research Engineer working with the recommendations team at StumbleUpon Inc. I enjoy working on providing data driven solutions to real world problems. My broad areas of interests include Pattern Recognition, Topic Modeling, Recommender Systems, Distributed Systems, Graphs and Data Visualization.
I have a working knowledge in the following:
- Data Mining: Collaborative Filtering, Topic Modeling, Text Mining
- Machine Learning: Ensemble Classifiers, Graphical Models, Clustering, Dimensionality Reduction, Regression, Linear classifiers
- Large Scale Systems/Data Stores: Hadoop Ecosystem (Hive, HBase), Storm, Elasticsearch, Neo4J
- Programming Tools/Environment: Scala/Java, P...
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