Data Scientist
Undefined
Who is Donald Smith? Overview
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Quick answer
Donald Smith is listed as Data Scientist at undefined, based in Greater Boston, United States. AeroLeads shows a work email signal at verizon.com and a matched LinkedIn profile for Donald Smith.
Donald Smith previously worked as Lead Data Scientist at Mitre and Machine Learning Research Scientist at Riverside Research. Donald Smith holds Doctor Of Philosophy (Ph.D.), Mathematics from University Of Chicago.
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{first}.{last}@verizon.com
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Profile bio
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++.
Listed skills include Applied Probability, Mathematical Modeling, Data Modeling, Telecommunications, and 2 others.
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7 roles
Donald Smith work experience
A career timeline built from the work history available for this profile.
Lead Data Scientist
- 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.
Machine Learning Research Scientist
- Detect and classify objects in videos using deep learning.- Predict complex system faults from numerical and text time series.
Dec 2019 - Oct 2021
Adjunct Professor, Data Science
Northeastern University
Taught machine learning course
Feb 2019 - Aug 2021
Distinguished Member Of Technical Staff
- 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.
Jan 2000 - Dec 2018
Internet Traffic Modeler
Gte Laboratories
May 1997 - Dec 1999
Member Of Technical Staff
R&D on telecom network performance using queueing theory and simulation.
Jul 1984 - Apr 1997
3 education records
Donald Smith education
Doctor Of Philosophy (Ph.D.), Mathematics
Bachelor Of Arts (B.A.), Mathematics, Summa Cum Laude
Postdoctoral Researcher
Institute For Advanced Study, Princeton Nj
FAQ
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What company does Donald Smith work for?
Donald Smith works for undefined.
What is Donald Smith's role at undefined?
Donald Smith is listed as Data Scientist at undefined.
What is Donald Smith's email address?
AeroLeads has found 1 work email signal at @verizon.com for Donald Smith at undefined.
Where is Donald Smith based?
Donald Smith is based in Greater Boston, United States while working with undefined.
What companies has Donald Smith worked for?
Donald Smith has worked for Undefined, Mitre, Riverside Research, Northeastern University, and Verizon.
How can I contact Donald Smith?
You can use AeroLeads to view verified contact signals for Donald Smith at undefined, including work email, phone, and LinkedIn data when available.
What schools did Donald Smith attend?
Donald Smith holds Doctor Of Philosophy (Ph.D.), Mathematics from University Of Chicago.
What skills is Donald Smith known for?
Donald Smith is listed with skills including Applied Probability, Mathematical Modeling, Data Modeling, Telecommunications, Ip, and Mobile Devices.
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