Donald Smith

Donald Smith Email and Phone Number

Machine Learning and Data Scientist @ MITRE
mclean, virginia, united states
Donald Smith's Location
Greater Boston, United States
Donald Smith's Contact Details

Donald Smith personal email

n/a
About Donald Smith

I create machine learning prototypes and models that get deployed. Constantly learning and applying new tools and communicating my results to others with enthusiasm and clarity. 30+ publications and patents on a broad range of topics due to a talent for diagnosing and fixing the root cause of system defects.Languages: Python (pandas, numpy, scikit-learn, Tensorflow), C++.

Donald Smith's Current Company Details
MITRE

Mitre

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Machine Learning and Data Scientist
mclean, virginia, united states
Website:
mitre.org
Employees:
8134
Donald Smith Work Experience Details
  • Mitre
    Lead Data Scientist
    Mitre Oct 2021 - Present
    Bedford, Massachusetts, United States
    - Augment large language models with database and graph tools to discover relationships between entities (companies or people) with possibly high degrees of separation. Create metrics to measure result quality.- Simulate political actor interactions with LLM agents and evaluate plausibility.- Quantify performance limits of an AI pathology diagnostic device under image impairments.
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  • Riverside Research
    Machine Learning Research Scientist
    Riverside Research Dec 2019 - Oct 2021
    Lexington, Massachusetts, United States
    - Detect and classify objects in videos using deep learning.- Predict complex system faults from numerical and text time series.
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  • Northeastern University
    Adjunct Professor, Data Science
    Northeastern University Feb 2019 - Aug 2021
    Greater Boston Area
    Taught machine learning course
  • Verizon
    Distinguished Member Of Technical Staff
    Verizon Jan 2000 - Dec 2018
    Waltham, Massachusetts
    - Created adaptive algorithm that assigns customers to network elements. In production network-wide, thereby boosting revenue by $25M.- Led team to squeeze inefficiencies out of internal cloud infrastructure. Models using detailed operational data increased resource utilization through careful oversubscription. Saved $100M.- Intelligent caching algorithms using tree-based methods.- Classify network troubles from customer narratives using NLP.- Recruit and mentor multiple junior hires and graduate student interns.
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  • Gte Laboratories
    Internet Traffic Modeler
    Gte Laboratories May 1997 - Dec 1999
    Waltham, Ma
  • Bell Communications Research
    Member Of Technical Staff
    Bell Communications Research Jul 1984 - Apr 1997
    Greater New York City Area
    R&D on telecom network performance using queueing theory and simulation.
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Donald Smith Skills

Applied Probability Mathematical Modeling Data Modeling Telecommunications Ip Mobile Devices

Donald Smith Education Details

Frequently Asked Questions about Donald Smith

What company does Donald Smith work for?

Donald Smith works for Mitre

What is Donald Smith's role at the current company?

Donald Smith's current role is Machine Learning and Data Scientist.

What is Donald Smith's email address?

Donald Smith's email address is do****@****zon.com

What schools did Donald Smith attend?

Donald Smith attended University Of Chicago, Princeton University, Institute For Advanced Study, Princeton Nj.

What are some of Donald Smith's interests?

Donald Smith has interest in Science And Technology, Education, Environment.

What skills is Donald Smith known for?

Donald Smith has skills like Applied Probability, Mathematical Modeling, Data Modeling, Telecommunications, Ip, Mobile Devices.

Who are Donald Smith's colleagues?

Donald Smith's colleagues are Blaine Jeffries, Adam Siegel, Ted Sienknecht, James Patterson, Cheryl Ames, Sue Stapleton, David Proulx.

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