David Brind

David Brind Email and Phone Number

PhD Student | HDRUK-Turing Wellcome PhD | Health Data Science | University of Birmingham | Physicist changing healthcare through AI @ University of Birmingham
David Brind's Location
Wolverhampton, England, United Kingdom, United Kingdom
About David Brind

I'm a PhD candidate in health data science with a track record of innovation and research within the field. I aspire to become a valuable team member and leader in delivering data driven insights for commercial success.I initially chose to study Physics at The University of Manchester due to my interest for science and maths. After achieving a first class degree here, my masters project gave me the foundations for my entry into doctoral studies with Health Data Research UK and The University of Birmingham.My time studying applications of data science to current healthcare challenges has provided me with many valuable skills. I have developed my understanding of machine learning and statistical models as well as strengthened prior programming skills in Python and SQL.My experience as a data science intern, in the NHSX Analytics Unit, gave me valuable experience in developing research models to generate insightful outputs. I look forward to applying these skills in commercial settings and building on them to become a valued data scientist.

David Brind's Current Company Details
University of Birmingham

University Of Birmingham

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PhD Student | HDRUK-Turing Wellcome PhD | Health Data Science | University of Birmingham | Physicist changing healthcare through AI
David Brind Work Experience Details
  • University Of Birmingham
    Phd Student
    University Of Birmingham Sep 2020 - Present
    - Through my world leading health data science PhD I have been involved in many rotational projects. I have also had the opportunity to be involved with multiple different experiences to help shape me as a leader in the field.- My prior projects & current project are displayed below in the projects section for a deeper read.- I have been involved in recruitment for new cohorts on the PhD programme via having a place on the interview panels as a student representative- I have engaged with PPIE talks in which I gave a lay summary of my research project to participants in HDRUK's public advisory panel - I am participating in HDRUK-Turings leadership programme specific for our course, in which we are receiving mentorship from affiliated industrial partners to the two national institutions- Finally, through my time at Birmingham I have had the opportunity to participate as a teaching assistant for the new module MSc Health Data Science
  • Nhsx
    Data Analyst
    Nhsx Jan 2022 - Jun 2022
    The aim of this project was to generate high fidelity, privacy preserving, fair synthetic data. Specifically we focused on single table data sources. We did this through the SynthVAE model which can be found on github at the following link . This is a variational autoencoder model that generates single table data with differential privacy guarantees from the DP-SGD learning algorithm.The main outputs from this project were as follows:- An updated version of SynthVAE that includes multiple feature updates (such as early stopping, improved visualisation of training losses, new gaussian mixture modelling pre-processing for continuous variables)- Report outlining work done as well as in depth review of future avenues of work- Introduced the idea of "de-biasing" unfair training data such that the synthetic set removes any bias that could negatively impact downstream tasks

David Brind Skills

Python Physics Academic Research Machine Learning Data Science Deep Learning

David Brind Education Details

Frequently Asked Questions about David Brind

What company does David Brind work for?

David Brind works for University Of Birmingham

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

David Brind's current role is PhD Student | HDRUK-Turing Wellcome PhD | Health Data Science | University of Birmingham | Physicist changing healthcare through AI.

What schools did David Brind attend?

David Brind attended University Of Birmingham, The University Of Manchester.

What skills is David Brind known for?

David Brind has skills like Python, Physics, Academic Research, Machine Learning, Data Science, Deep Learning.

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