Charles Upton

Charles Upton Email and Phone Number

Senior Engineering Manager - Data Science and Machine Learning @ ResearchGate
Germany
Charles Upton's Location
Germany, Germany
Charles Upton's Contact Details
About Charles Upton

Charles Upton is a Senior Engineering Manager - Data Science and Machine Learning at ResearchGate.

Charles Upton's Current Company Details
ResearchGate

Researchgate

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Senior Engineering Manager - Data Science and Machine Learning
Germany
Website:
researchgate.net
Employees:
325
Charles Upton Work Experience Details
  • Researchgate
    Senior Engineering Manager - Data Science And Machine Learning
    Researchgate
    Germany
  • Researchgate
    Senior Engineering Manager - Data Science / Machine Learning
    Researchgate Aug 2023 - Present
    Berlin, Germany
  • Clue By Biowink
    Senior Data Scientist
    Clue By Biowink Jul 2019 - Jan 2023
    Berlin Area, Germany
    • Led technical communication during successful application for FDA approval of Machine Learning-based medical device• Converted proprietary Bayesian ML model to Python using PyMC3 for new product feature• Led algorithm testing and documentation process for proprietary technology, including literaturereview, unit test creation, and results presentation for senior stakeholders• Rebuilt critical ETL pipelines (S3/Airflow/Redshift) after complete backend re-platforming and source data schema and architecture changes• Created in-app visualization prototyping tool for fast iteration through user-facing analysis featuresusing Plotly/Dash
  • Athenahealth
    Engineering Manager - Data Science
    Athenahealth Oct 2017 - Jun 2019
    Watertown, Ma
    • Led team of eleven Data Scientists deploying ML models to AWS-based prediction microservice• Managed construction of CNN- and RNN-based document processing automation pipeline resulting inmore than $1M annual cost savings• Drove regression-based accounting system overhaul for successful compliance with federally mandated revenue recognition standard using Python-based ETL, prediction, and delivery
  • Athenahealth
    Lead Member Of Technical Staff, Data Science
    Athenahealth Jul 2017 - Oct 2017
    Watertown, Ma
    • Refined model performance and built preprocessing steps for ensemble regression model delivering 98% accurate revenue forecasting• Assembled template RShiny dashboard for daily cross-team product metric analysis• Piloted automated rule generation data mining algorithm for medical charge capture prediction
  • Athenahealth
    Senior Associate, Data Science
    Athenahealth Sep 2015 - Jul 2017
    Watertown, Ma
    • Analyzed user actions from transactional data to drive interface overhaul effort• Delivered urgent ad hoc analysis of revenue and client collections trends in support of new marketingefforts and investor presentations
  • Harvard T.H. Chan School Of Public Health
    Masters Student
    Harvard T.H. Chan School Of Public Health Aug 2013 - May 2015
    Boston, Ma
  • Health Policy Commission Of Massachusetts
    Spring Intern, Research And Cost Trends
    Health Policy Commission Of Massachusetts Feb 2015 - Apr 2015
    Boston, Ma
  • Wellframe
    Practicum Student, Data Science
    Wellframe Jan 2015 - Apr 2015
    Boston, Ma
  • World Health Organization
    Intern
    World Health Organization Jun 2014 - Aug 2014
    Geneva, Switzerland
  • University Of North Carolina At Chapel Hill
    Research Assistant
    University Of North Carolina At Chapel Hill Jan 2012 - Aug 2013
    Research coordinator for various cognition-related studies in the UNC HIV/AIDS research program.
  • University Of North Carolina Center For Developmental Science
    Recruiter
    University Of North Carolina Center For Developmental Science Oct 2011 - Jan 2012
    Chapel Hill, Nc
  • Brigham And Women'S Hospital
    Neuropsychology Technician
    Brigham And Women'S Hospital Jun 2008 - Jun 2011
    Greater Boston Area
  • Tufts University
    Research Assistant
    Tufts University Jun 2007 - Aug 2007
    Greater Boston Area
    Starks Biology Lab

Charles Upton Education Details

Frequently Asked Questions about Charles Upton

What company does Charles Upton work for?

Charles Upton works for Researchgate

What is Charles Upton's role at the current company?

Charles Upton's current role is Senior Engineering Manager - Data Science and Machine Learning.

What is Charles Upton's email address?

Charles Upton's email address is ch****@****lue.com

What is Charles Upton's direct phone number?

Charles Upton's direct phone number is +161740*****

What schools did Charles Upton attend?

Charles Upton attended Harvard T.h. Chan School Of Public Health, Williams College.

Who are Charles Upton's colleagues?

Charles Upton's colleagues are Zulxumar Abilova, Frankie Villafort, Stanley Fung, Vivian Emezirionye, Dylan Selby, Darijusch Behbahani, Jenny Mcfarlane.

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