Sr. Data Scientist Resume
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Austin, TexaS
SKILLS
- Engineering Management, Agile Project Management, Linear Statistical Modeling, Machine Learning, Natural Language and Text Processing, Graphical Models, Graph Based Machine Learning, Monte Carlo Methods, Bandits and Markov Decision Processes, Regression, Classification, Dimension Reduction, Genetic Algorithms and Genetic Programming.
PROFESSIONAL EXPERIENCE
Sr. Data Scientist
Confidential, Austin, Texas
Responsibilities:
- Lead data scientist responsible for statistical modeling and architecture of a big data infrastructure. Designed and implement statistical testing system for A/B and multivariate testing. Design an eCommerce optimization system using contextual multi - arm bandits. Design of a global rules optimization system using grammar based genetic programming. Research of a contextual, personalize recommender system using tensor decomposition. Design and implement software using the following tools: Spark, Hadoop, Cassandra, R, and Scala.
- Chairperson of local chapter of premier national professional group for data mining and machine learning. Taught professional education classes on machine learning and big data technologies.
Sr. Research Engineer
Confidential, Austin, Texas
Responsibilities:
- Lead researcher responsible for developing new methods of fraud detection using a graph database. Used graph based classification algorithms for fraud detection. Designed and implemented software using the following tools: Titan graph database, Hadoop, Cassandra, and Java.
