Carl Mcbride Ellis, Phd

Carl Mcbride Ellis, Phd Email and Phone Number

Predictive modeler @ Prior Labs
Madrid, ES
Carl Mcbride Ellis, Phd's Location
Madrid, Community of Madrid, Spain, Spain
Carl Mcbride Ellis, Phd's Contact Details

Carl Mcbride Ellis, Phd work email

Carl Mcbride Ellis, Phd personal email

n/a
About Carl Mcbride Ellis, Phd

• Data exploration and experimentation• Predictive modelling of tabular / structured data using the tools of machine learning• Proof of concept (PoC) prototype models• regression techniques with conformal prediction intervals, well calibrated classificationI am open to working on scientific datasets as well as business data, building either simple, robust and explainable models, or performant models aimed at getting the best out of your data.Prior to solving data science problems I worked as an academic researcher in the physical sciences, with 20 years of experience in the field of computer simulation of liquids using the molecular dynamics and Monte Carlo techniques. I have co-authored over 40 scientific publications (h-index=23).

Carl Mcbride Ellis, Phd's Current Company Details
Prior Labs

Prior Labs

View
Predictive modeler
Madrid, ES
Website:
priorlabs.ai
Employees:
18
Carl Mcbride Ellis, Phd Work Experience Details
  • Prior Labs
    Predictive Modeler
    Prior Labs
    Madrid, Es
  • Smlc Scientific Machine Learning Consulting
    Senior Data Scientist
    Smlc Scientific Machine Learning Consulting Oct 2024 - Present
    Madrid, Community Of Madrid, Spain
    An initiative to facilitate the incorporation or refinement of high performance machine learning ("AI") models in scientific works. Bespoke data modeling solutions to produce publication quality results.
  • U-Tad
    University Lecturer
    U-Tad Sep 2024 - Present
    Community Of Madrid, Spain
    Course: Artificial intelligence
  • Freelance Data Scientist
    Independent Contractor / Autónomo
    Freelance Data Scientist Oct 2018 - Present
    Madrid, Community Of Madrid, Spain
    * Predictive modelling of tabular / structured data using the tools of machine learning* Experimental, development, proof of concept (PoC) and prototype models* EDA, visualization, feature selection, feature engineering and analysis
  • Freelance Data Scientist
    Clinical Data Analyst
    Freelance Data Scientist Jan 2024 - Mar 2024
    Madrid, Community Of Madrid, Spain
    Predictive modelling of pulmonary capillary wedge pressure (PCWP) from clinical data.
  • Kaggle
    Kaggle Community Member (3 X Grandmaster)
    Kaggle Nov 2019 - Present
    I have contributed over 170 notebooks to the kaggle community. I have also won three competition medals, and hosted over 20 Community competitions.
  • Freelance Data Scientist
    The Valley Digital Business School: Course Instructor (Machine Learning)
    Freelance Data Scientist Oct 2022 - Oct 2023
    Spain
    I taught a series of week-long 40 hour semi-practical course on "Data Science and Machine Learning", introducing the essential material required to create statistical models of business data. Every course also came with its own bespoke kaggle competition which helps to drive the learning experience.
  • Freelance Data Scientist
    Data Scientist
    Freelance Data Scientist Jan 2022 - May 2022
    Los Angeles, California, United States
    Bespoke time series forecasting
  • Universidad Nacional De Educación A Distancia - U.N.E.D.
    Postdoctoral Researcher
    Universidad Nacional De Educación A Distancia - U.N.E.D. Oct 2013 - Sep 2018
    Madrid, Community Of Madrid, Spain
    See publications below.
  • Consejo Superior De Investigaciones Científicas
    Postdoctoral Researcher
    Consejo Superior De Investigaciones Científicas Apr 2013 - Aug 2013
    Madrid, Community Of Madrid, Spain
    See publications below.
  • Universidad Complutense De Madrid
    Postdoctoral Researcher
    Universidad Complutense De Madrid Jul 2010 - Dec 2012
    Madrid, Community Of Madrid, Spain
    See publications below.
  • Universidad Nacional De Educación A Distancia - U.N.E.D.
    Postdoctoral Researcher
    Universidad Nacional De Educación A Distancia - U.N.E.D. Jan 2010 - Jun 2010
    Madrid, Community Of Madrid, Spain
    See publications below.
  • Universidad Complutense De Madrid
    Postdoctoral Researcher
    Universidad Complutense De Madrid Jun 2008 - Dec 2009
    Madrid, Community Of Madrid, Spain
    See publications below.
  • Consejo Superior De Investigaciones Científicas
    Postdoctoral Researcher
    Consejo Superior De Investigaciones Científicas May 2005 - Apr 2008
    Madrid, Community Of Madrid, Spain
    See publications below.
  • Universidad Complutense De Madrid
    Postdoctoral Researcher
    Universidad Complutense De Madrid Jul 2003 - Apr 2005
    Madrid, Community Of Madrid, Spain
    See publications below.
  • Gmv
    Computer Programmer
    Gmv Jun 2002 - Feb 2003
    Tres Cantos, Community Of Madrid, Spain
  • Universidad Complutense De Madrid
    Postdoctoral Researcher
    Universidad Complutense De Madrid Feb 2000 - Feb 2002
    Madrid, Community Of Madrid, Spain
    See publications below.

Carl Mcbride Ellis, Phd Education Details

Frequently Asked Questions about Carl Mcbride Ellis, Phd

What company does Carl Mcbride Ellis, Phd work for?

Carl Mcbride Ellis, Phd works for Prior Labs

What is Carl Mcbride Ellis, Phd's role at the current company?

Carl Mcbride Ellis, Phd's current role is Predictive modeler.

What is Carl Mcbride Ellis, Phd's email address?

Carl Mcbride Ellis, Phd's email address is ca****@****mail.ch

What schools did Carl Mcbride Ellis, Phd attend?

Carl Mcbride Ellis, Phd attended Durham University, The University Of Salford, University Of Bath.

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