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Experienced data science and software professional garnered over two decades in government contracting for DHS, NGA, DOE, DTRA, NIH, and DARPA, with a brief foray into the financial software industry.
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Principal Data ScientistNoblis Esi Sep 2022 - PresentChantilly, Virginia, Us -
Senior Data ScientistTenica And Associates Llc Oct 2019 - Jul 2022UsOn-site work at NGA on the annually renewing research (RECON) contract, requiring active DoD TS/SCI with CI Polygraph.[Main Role] Lead Developer for sarpy project• Responsible for leadership and mentorship on a small software team, and communications with prime contracts and Government point of contact.• Lead the design, development, and maintenance of the sarpy project, which enables reading, writing, processing, analysis and data product creation for Synthetic Aperture Radar (SAR).• Project enables basic and applied SAR research efforts, and has open source, proprietary, and classified components. See the open source github repository and documentation.• Related secondary task involved architecting and developing creation and maintenance of sarpy_apps project, which is a small collection of desktop GUI tools enabling relevant interactive SAR visualization and analysis tasks. See github repository.• Project offers multiple successful transition pathways, and a number of NGA and other IC programs using sarpy as a critical dependency, and a smaller number intimately depending on sarpy_apps.[Secondary Role] SAR Image Data Scientist• Mentored, advised, and participated in a number of SAR image data labeling and target recognitiondata science projects, involving small to medium size teams. -
Quantitative DeveloperDeephaven Data Labs Jul 2018 - Oct 2019New York City, Ny, UsMember of approximately 30 member team utilizing Agile process throughout the SDLC to develop a proprietary time series database geared specifically for the massive datasets (100 million+ records/day) used by hedge funds and trading groups. -
Principal ScientistMission Support And Test Services, Llc Mar 2016 - Jul 2018North Las Vegas, Nv, UsSpecifically worked within the Remote Sensing Laboratory. The parent corporation changed from National Security Technologies to Mission Support and Test Services in Dec 2017.Held Q with SCI clearance (DOE equivalent of TS/SCI)Data Science Lead for SSAM Project (DOE NA22)• Developed and implemented spectral identification algorithm geared towards utilization of modernstatistical techniques• Implemented machine learning approaches towards spectral identification• Utilized previous developed and implemented Laplacian Eigenmap dimension reduction methods toenable new analysis techniques for observed anomalies• Developed and implemented extensive data annotation and curation scheme for large scale detectorprojectData Science Lead for Aerial Debris Field Mapping (DTRA NTF)• Developed and implemented Laplacian Eigenmap dimension reduction methods to enable spectrally coherent clustering of radiation data• Applied these methods to both real world (Fukushima) and modeled aerial survey data for post- detonation analysis and applicationData Science Lead for Harmonic Analysis Methods for Autonomous Search (DTRA Basic Research)• Developed spectral anomaly detection methods for the autonomous execution of rad/nuke searchmissions by UAVs• Application of harmonic analysis techniques, specifically operator based methods for the analysis ofensembles of radiation measurementsScientist, Data Analyst and Radiation Technologist for Aerial Measuring System (NNSA)Participant for NNSA Radiological Assistance Program and Nuclear/Radiological Advisory Team (NNSA) -
Staff ScientistBerkeley Applied Analytics Dec 2014 - Mar 2016Data Science and Integration Lead for SIGMA program (DARPA)• Contributed to general architecture and code base of a cloud based system (using numerous FOSS tools including Python, Java, Thrift, Cassandra, and Docker), and was the lead for all radiation detection code and architecture• Spectral analysis (specifically anomaly detection) of several detector-years of real world data, collected with a variety of detector form factors• Created algorithms providing individual characterizations and real time calibration for detectors from pager form factor to more traditional large scale detectors
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ScientistNational Security Technologies, Llc (Nstec) May 2008 - Dec 2014North Las Vegas, Nv, UsSpecifically worked within the Remote Sensing LaboratoryAlgorithm Developer for Spectral Anomaly Detection and Implementation (DTRA NTD)• Led the implementation of spectral anomaly detection algorithms into the DTRA RAPTOR software• Led all efforts for data Q & A, data archival, and data distribution in numerous forms Analyst for Occluding Scintillating Crystal Array Project (DTRA NTD)• Performed gamma ray transport simulations using GEANT4 for detector design trade space studies • Created directional detection algorithms using differential response fitting• Created source tracking algorithms using multi-detector inputAlgorithm Lead for AMS Algorithm Improvements (NNSS Site Directed R&D)• Led the effort to advance the methods used in the processing and analysis of aerial radiological surveydata, with significant overlap with above projects and subject matterScientist, Data Analyst and Radiation Technologist for Aerial Measuring System (NNSA)• Analysis of aerial radiological survey data including city baseline surveys, legacy site surveys and the NNSA surveys of Japan during the Fukushima Dai-ichi disaster response• Development of new methods for analysis and visualization of large ensembles of gamma ray measurements• Developed software framework for efficient processing of standard AMS data products using Free Open Source Software (FOSS) tools, mainly Python and associated scientific computation modules, and utilizing Google Earth for a visualization engineParticipant for NNSA Radiological Assistance Program and Nuclear/Radiological Advisory Team (NNSA)• Deployed to numerous National Special Security Events for preventative rad/nuke detection operations • Developed tablet-based application for mapping of radiation fields using backpack sensors -
EnlistedUs Army May 2004 - Apr 2008Arlington, Virginia, UsEnlisted member in Air Defense Branch. Performed several functions at the Brigade level.
Thomas Mccullough Skills
Thomas Mccullough Education Details
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The University Of Texas At AustinMathematics -
The University Of Texas At AustinMathematics
Frequently Asked Questions about Thomas Mccullough
What company does Thomas Mccullough work for?
Thomas Mccullough works for Noblis Esi
What is Thomas Mccullough's role at the current company?
Thomas Mccullough's current role is Principal Data Scientist at Noblis ESI.
What is Thomas Mccullough's email address?
Thomas Mccullough's email address is th****@****ica.biz
What is Thomas Mccullough's direct phone number?
Thomas Mccullough's direct phone number is +160328*****
What schools did Thomas Mccullough attend?
Thomas Mccullough attended The University Of Texas At Austin, The University Of Texas At Austin.
What skills is Thomas Mccullough known for?
Thomas Mccullough has skills like Data Science, Python, Machine Learning, Statistics, Linux, Latex, Java, Scientific Computing, Anomaly Detection, Government Contracting, Harmonic Analysis, Spectral Analysis.
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