David Richmond

David Richmond Email and Phone Number

Director of Machine Learning - Perturbation Biology @ Genentech
Boston, MA, US
David Richmond's Location
Boston, Massachusetts, United States, United States
David Richmond's Contact Details
About David Richmond

Deep learning and computer vision expert with excellent communication skills and proven experience building and leading highly successful teams for algorithm R&D and commercialization in healthcare.Languages: Python, SQL, Matlab, R, C++Libraries: PyTorch, TensorFlow, Keras, Scikit-learn, NumPy, Pandas, PydicomDevelopment: Agile methodology, Linux, Git, Docker, PyCharm, Bash, ZenHub, TrelloML: Deep learning, multi-task learning, semi-/unsupervised learning, transfer learningComp. Vision: Statistical shape models, object tracking, graphical models, deformable registration

David Richmond's Current Company Details
Genentech

Genentech

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Director of Machine Learning - Perturbation Biology
Boston, MA, US
Website:
gene.com
Employees:
18231
David Richmond Work Experience Details
  • Genentech
    Director Of Machine Learning - Perturbation Biology
    Genentech
    Boston, Ma, Us
  • Genentech
    Director Of Ml For Perturbations; Sr Principal Ml Scientist
    Genentech May 2024 - Present
    South San Francisco, California, Us
  • Genentech
    Sr Principal Ml Scientist
    Genentech Oct 2022 - May 2024
    South San Francisco, California, Us
  • Genentech
    Principal Ml Scientist
    Genentech Oct 2021 - Sep 2022
    South San Francisco, California, Us
  • Ibm Watson Health
    Senior Data Scientist, Ai Algorithm Lead (Manager)
    Ibm Watson Health Mar 2021 - Oct 2021
    Armonk, New York, Ny, Us
    As part of the Watson Health Imaging Rapid Development Team, lead a group of data scientists dedicated to AI for medical imaging.
  • Ibm Watson Health
    Senior Data Scientist, Ai Algorithm Lead
    Ibm Watson Health Nov 2017 - Mar 2021
    Armonk, New York, Ny, Us
    Leading end-to-end development of deep learning models for multiple medical imaging programs.
  • Ibm Watson Health
    Senior Data Scientist
    Ibm Watson Health Jun 2017 - Nov 2017
    Armonk, New York, Ny, Us
  • Harvard Medical School
    Deputy Director, Image And Data Analysis Core
    Harvard Medical School Nov 2016 - Jun 2017
    Boston, Ma, Us
  • Harvard Medical School
    Image Analysis Scientist, Image And Data Analysis Core
    Harvard Medical School Oct 2015 - Oct 2016
    Boston, Ma, Us
    Applying modern machine learning and deep learning algorithms to solve challenging bio-image analysis problems.2016, 2017: Instructor, Quantitative Imaging Course @ Cold Spring Harbor Laboratory2016: Instructor, Computational Image Analysis Course @ Marine Biological Laboratory
  • Max Planck Institute Of Molecular Cell Biology And Genetics
    Postdoctoral Fellow
    Max Planck Institute Of Molecular Cell Biology And Genetics Jul 2011 - Oct 2015
    Dresden, De
    Developed algorithms for bio-medical imaging data sets using machine learning, deep learning and graphical models, in the lab of Gene Myers.
  • Uc Berkeley
    Graduate Student Researcher
    Uc Berkeley Aug 2005 - May 2011
    Berkeley, Ca, Us
    Developed a microfluidic device for making lipid vesicles with controlled contents and membrane properties, a key step in liposomal drug delivery.2009: Graduate Student Instructor, Physiology Course @ Marine Biological Laboratory
  • Genentech
    Research Intern
    Genentech Jun 2010 - Sep 2010
    South San Francisco, California, Us
    Established a live imaging and analysis pipeline for measuring neuro-vascular defects in development of the blood-brain barrier in morphant zebrafish.

David Richmond Skills

Image Analysis Biophysics Fluorescence Microscopy Science Physics Protein Purification Machine Learning Matlab Signal Processing Scientific Writing Deep Learning Pattern Recognition Life Sciences Computer Vision Python Data Analysis Statistics Graphical Models

David Richmond Education Details

  • University Of California, Berkeley
    University Of California, Berkeley
    Biophysics
  • University Of Victoria
    University Of Victoria
    Minor Math

Frequently Asked Questions about David Richmond

What company does David Richmond work for?

David Richmond works for Genentech

What is David Richmond's role at the current company?

David Richmond's current role is Director of Machine Learning - Perturbation Biology.

What is David Richmond's email address?

David Richmond's email address is da****@****ibm.com

What schools did David Richmond attend?

David Richmond attended University Of California, Berkeley, University Of Victoria.

What skills is David Richmond known for?

David Richmond has skills like Image Analysis, Biophysics, Fluorescence Microscopy, Science, Physics, Protein Purification, Machine Learning, Matlab, Signal Processing, Scientific Writing, Deep Learning, Pattern Recognition.

Who are David Richmond's colleagues?

David Richmond's colleagues are Barbara Lussenhop, Luis Alfredo Herrero, Nick Doll, Alanna Lyons, Patricia Hosmer, Jeff Nelson, Avi Ashkenazi.

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