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Kristina Doing Email & Phone Number

Research Scientist - AI for Clinical Natural Language Processing at Avodah, Inc.™
Location: Salt Lake City, Utah, United States 8 work roles 5 schools
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Current company
Avodah, Inc.™
Role
Research Scientist - AI for Clinical Natural Language Processing
Location
Salt Lake City, Utah, United States
Company size
8 employees

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Kristina Doing is listed as Research Scientist - AI for Clinical Natural Language Processing at Avodah, Inc.™, a with 8 employees, based in Salt Lake City, Utah, United States. AeroLeads shows a matched LinkedIn profile for Kristina Doing.

Kristina Doing previously worked as AI Scientist at Avodah, Inc.™ and Research Scientist - AI for clinical NLP at University Of Utah, Department Of Biomedical Informatics. Kristina Doing holds B.S., Cum Laude Computer Science from University Of Utah.

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Avodah, Inc.™

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About Kristina Doing

I am a machine learning research scientist focused on natural language processing (NLP) and my specialty is helping my team organize projects, stay aligned to project goals, and balance NLP solutions with human factors limitations. I do this by building NLP solutions, analyzing input data and system output, scoping project work, regularly touching base with colleagues about the status of their contributions, and continually reassessing whether human-centered aspects are being overlooked. I have been successful because of my ability to facilitate cross- and within- team collaborations. What is unique about my approach is an in depth knowledge base with respect to both deep learning solutions and human cognition.

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Avodah, Inc.™
Avodah, Inc.™
Research Scientist - AI for Clinical Natural Language Processing
arlington, texas, united states
Website
avodah.ai
Employees
8
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8 roles

Kristina Doing work experience

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Senior Researcher

Nuance Communications

Greater Salt Lake City Area

Coordinated and executed projects targeting generation of clinical notes from transcripts of clinical encounters. Led project organization. Resulting in the project's ongoing success.Implemented text processing models in PyTorch, augmented BERT models, and rule-based systems. Built the basis for a section detection module. Co-led efforts to create standardized clinical documents, clean data, and construct staged data sets from production data pipelines. Resulting in project acceleration an increase in SMEs from 5 to 25.Evaluated inter-annotator agreement and other validation quality measures including ROUGE using Python and an internal medical fact annotation program. Supporting 11 direct to physician users.Contributed to development and coordination of projects across diverse cross-functional and cross-institutional teams from the United States, India, Europe, and Canada.Educated clinical and technical specialists on the principle behind deep learning networks, emphasizing how they both reflect and differ from human cognition. Resulting in increased confidence for the sales teams.Actively participated as a member of Nuance AI Ethics group.Technical skillsProgramming languages: Python, SQL, Java, bash scripting, JavaScriptDatabase: MySQL, SQL ServerSoftware and architectures: PyTorch, pandas, scikit-learn, NLTK, cTAKES, MetaMap, MatLabOther technologies: Git / Github, Jira, Azure, BERT

Dec 2017 - Feb 2023

Adjunct Professor

Westminster College

Greater Salt Lake City Area

CS 301 – Artificial Intelligence; Psych 209 – Cognitive Psychology; Psych 105 - Introduction to Psychology; MSMHC 612 – Statistics and Research Design; CS 201 - Introduction to Programming in JavaDeveloped and taught undergraduate and graduate level coursesMentored students.

Aug 2015 - Jun 2017

Research Scientist

University Of Utah - Employment

Greater Salt Lake City Area

Cognitive Architecture - Solidifying my personal approach to natural language processing (NLP) by reconciling current Computer Science implementations with Cognitive Science findings about language understanding.POET2 - Continuing my work on pre-processing clinical documents for NLP applications.VHA sponsored CREATE (co-investigator) - Developing a realist ontology of acute change in mental status.APCD Cycle III - Working on the evaluation team aiding and abetting the Utah Department of Health during the extension of the all payer claims database (APCD)

Nov 2013 - Aug 2015

Research Associate

University Of Utah

Greater Salt Lake City Area

POET2 – Identifying non-prose in clinical notes, Understanding patients’ attitudes toward consent for use of medical records in research. IT Support for Shared Mental Models of Medication Management for Medical Homes (continuing)ProWATCH - Medically Unexplained Syndromes (continuing)

Aug 2012 - Nov 2013

Nlm Funded Postdoctoral Research Fellow

University Of Utah

Greater Salt Lake City Area

ProWATCH - Medically Unexplained SyndromesIT Support for Shared Mental Models of Medication Management for Medical Homes

Aug 2010 - Aug 2012

Post Doctoral Researcher

University Of Utah

Greater Salt Lake City Area

Project: Computer Assisted Update of a Consumer Health Vocabulary, Computer Assisted Definition Extraction for the Consumer Health VocabularyWebsites Developed: http://ConsumerHealthVocab.chpc.utah.edu/CHVwiki; http://ConsumerHealthVocab.chpc.utah.edu/AutoVocabMaint

Oct 2009 - Aug 2010
Team & coworkers

Colleagues at Avodah, Inc.™

Other employees you can reach at avodah.ai. View company contacts for 8 employees →

GT Gregory Toepperwein Gregory Toepperwein Colleague at Avodah, Inc.™Ypsilanti, Michigan, United States View → MJ Max Jeon Max Jeon Colleague at Avodah, Inc.™Brooklyn, New York, United States View → YG Yesenia Gomez Yesenia Gomez Colleague at Avodah, Inc.™Irving, Texas, United States View → CW Charles Wright Ii (Cj) Charles Wright Ii (Cj) Colleague at Avodah, Inc.™St Petersburg, Florida, United States View → SB Saurab Bajgain Saurab Bajgain Colleague at Avodah, Inc.™Slough, England, United Kingdom View → VN Vinay Nair Vinay Nair Colleague at Avodah, Inc.™Thane, Maharashtra, India View → KW Kristin Westbrook, Mba Kristin Westbrook, Mba Colleague at Avodah, Inc.™Dallas, Texas, United States View → PG Patrick Grant Patrick Grant Colleague at Avodah, Inc.™Denver Metropolitan Area, United States View → DK Daniela Krebs Daniela Krebs Colleague at Avodah, Inc.™Dallas, Texas, United States View → JS Jenny Storey Jenny Storey Colleague at Avodah, Inc.™United States View →
5 education records

Kristina Doing education

B.S., Cum Laude Computer Science

University Of Utah

Related Course Work & Technical Skills Honors Physics, Web Software Architecture and Final Project: Student Feedback System, project.

FAQ

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What company does Kristina Doing work for?

Kristina Doing works for Avodah, Inc.™.

What is Kristina Doing's role at Avodah, Inc.™?

Kristina Doing is listed as Research Scientist - AI for Clinical Natural Language Processing at Avodah, Inc.™.

Where is Kristina Doing based?

Kristina Doing is based in Salt Lake City, Utah, United States while working with Avodah, Inc.™.

What companies has Kristina Doing worked for?

Kristina Doing has worked for Avodah, Inc.™, University Of Utah, Department Of Biomedical Informatics, Nuance Communications, Westminster College, and University Of Utah - Employment.

Who are Kristina Doing's colleagues at Avodah, Inc.™?

Kristina Doing's colleagues at Avodah, Inc.™ include Gregory Toepperwein, Max Jeon, Yesenia Gomez, Charles Wright Ii (Cj), and Saurab Bajgain.

How can I contact Kristina Doing?

You can use AeroLeads to view verified contact signals for Kristina Doing at Avodah, Inc.™, including work email, phone, and LinkedIn data when available.

What schools did Kristina Doing attend?

Kristina Doing holds B.S., Cum Laude Computer Science from University Of Utah.

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