Senior Associate/Machine Learning Engineer Resume Chantilly, Virginia - Hire IT People

TECHNICAL SKILLS

Programming: C++, Python, Java

Database: MySQL, Hadoop/MapReduce, MongoDB

Analysis Software: ROOT, Mathematica, R, SAS, SciPy/NumPy/Scikit - learn/Pandas, Weka

Text Software: Lucene, NLTK, gensim

Data Analysis: Boosting, Support Vector Machines, Random Forests, Regression, ClusteringLDA

Graphical Modeling: Solidworks

Operating Systems: Linux, Windows

PROFESSIONAL EXPERIENCE

Confidential, Chantilly, Virginia

Senior Associate/Machine Learning Engineer

Responsibilities:

Wrote an entity resolution algorithm in java for use on large databases and optimized for speed.
Productionized several random forest classification models to flag suspicious behavior.
Wrote a Change Point Model in python to detect shifts in shipment behavior.
Wrote algorithms in python which implemented NLTK to automate the formatting, mining and XML mark - up of the entire SEC 10-K and APPS corpi.
Contributed to the writing of technical plans for successful contract bids.

Confidential, Landover, Maryland

Data Analysis/Predictive Modeling

Responsibilities:

Cleaning large, messy data sets for use in predictive modeling and scoring models.
Building accurate lead to conversion models by training machine learning algorithms on large data sets with minimal historic conversions.
Leading technology development within the analytics group.
Capably communicating modeling techniques and results to management.

Confidential

Graduate Research Assistant

Responsibilities:

Developed new pattern recognition algorithms and software to reconstruct highmomentum particles and also new particle identification algorithms for use by the entire CMS experiment.
Developed a boosted decision tree based analysis to be used in the search for new, undiscovered particles.
Gained experience working with a number of different collaborations of various sizes to accomplish common goals.