Brad Guthrie, Ph.D. Email and Phone Number
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Leader | Data Scientist | Industrial & Systems Engineer | Operations Research AnalystI am an experienced professional recognized for expertise in driving strategic decision-making and optimizing business processes across a wide range of industries (defense, retail, distribution, healthcare, insurance). I am passionate about solving complex data / modeling problems and efficient implementation of solutions. My top skill-sets include leveraging machine learning, simulation modeling, and optimization techniques.With an educational background in Industrial Engineering and shift towards operations research post-college, my focus the past four years has been utilizing large language models to tackle challenging natural language processing tasks such as question-answering and named entity recognition in production environments.Driven by curiosity and passion for staying at the forefront of technological advancements, I strive for continuous growth, fostering a collaborative environment, and being a leader to drive innovation and successful outcomes.
Kbr, Inc.
View- Website:
- careers.kbr.com
- Employees:
- 30812
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Technical Advisor - Data ScienceKbr, Inc.Dayton, Oh, Us
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Data Science ManagerPatra Corporation Sep 2024 - PresentEl Dorado Hills, California, Us -
Lead Data ScientistPatra Corporation Apr 2023 - Sep 2024El Dorado Hills, California, Us-Leading the development and implementation of fine-tuned Large Language Models to support Patra Corporation’s PolicyChecking.AI application. -Overseeing all parts of the ML lifecycle from data ingestion all the way through deployment. -Coordinating with Product and Engineering teams to ensure seamless integration of AI solutions into Patra applications. -Management and Team Lead responsibilities to promote best practices, a learning environment, and high collaboration.
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Senior Data ScientistPatra Corporation Aug 2022 - Mar 2023El Dorado Hills, California, Us-Leading the building from ground-up of ML pipelines (ingestion, processing, training, and inference) to support Patra's PolicyChecking.AI Application. -Automating complex feature engineering steps for data cleansing, correcting, transformations, etc. -Experimenting with, and automating processing / training steps for several NLP tasks (e.g., Named Entity Recognition, Question Answering, Classification, etc..) to support efficient and standardized pipelines.
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Principal Operations Research AnalystLinquest Jan 2022 - Aug 2022Herndon, Virginia, Us-Worked with U.S. Air Force contracts (>4.1 million pdfs) in an HPC environment to identify, extract, and analyze various contract features using a variety of natural language processing methods (named entity recognition, topic modeling, classification). Consulted with DoD clients to satisfy data requests.-Built a classification model (XGBoost) to forecast the health of U.S. Air Force acquisition programsand assess the impact of various factors. This model addressed a critical gap in the current program health assessment by providing proactive insights into potential issues, thereby enabling the Air Force to make data-driven decisions and optimize program performance.-Formulated and solved a Defender-Attacker-Operator problem (Python MIP) for a resiliency network (up to 20K nodes) and solved via a binary multi-level Particle Swarm Optimization metaheuristic (Python). -
Senior Operations Research AnalystLinquest Oct 2018 - Dec 2021Herndon, Virginia, Us-Led a team of five analysts in conjunction with a multi-disciplinary team (~20 members) of LinQuest personnel to address a technical scenario administered by U.S. Air Force. Managed and contributed to the exploration of big data and application of several analytical techniques, including optimization, clustering, and classification-Supported the maturity of algorithms (Java) within BEAM (Bayesian Enterprise Analysis Model) by formulating and implementing several mathematical models (IP, MIP).-Developed a discrete-event simulation model (Python) to predict future inventory levels for U.S. Air Force personnel.
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Graduate Research AssistantWright State University Aug 2013 - Aug 2018Dayton, Oh, Us -
Supply Chain Operations InternWinsupply Jun 2014 - Aug 2015Dayton, Oh, Us -
Quality Engineering Co-OpValeo Jan 2013 - Mar 2013Paris, Île-De-France, Fr -
Supplier Quality Engineering Co-OpEmerson Climate Technologies Jan 2012 - Aug 2012St. Louis, Mo, Us
Brad Guthrie, Ph.D. Skills
Brad Guthrie, Ph.D. Education Details
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Wright State UniversityIndustrial & Human Systems Engineering -
Wright State UniversityIndustrial & Human Factors Engineering
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Wright State UniversityIndustrial And Systems Engineering
Frequently Asked Questions about Brad Guthrie, Ph.D.
What company does Brad Guthrie, Ph.D. work for?
Brad Guthrie, Ph.D. works for Kbr, Inc.
What is Brad Guthrie, Ph.D.'s role at the current company?
Brad Guthrie, Ph.D.'s current role is Technical Advisor - Data Science.
What is Brad Guthrie, Ph.D.'s email address?
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What schools did Brad Guthrie, Ph.D. attend?
Brad Guthrie, Ph.D. attended Wright State University, Wright State University, Wright State University.
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Brad Guthrie, Ph.D. has skills like Anylogic, C#, Vba, Arena Simulation Software, Forecasting, Scheduling, Mathematical Modeling, Integer Programming, Linear Programming, Metaheuristics, Probability, Statistical Data Analysis.
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