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jobs
Data science and data strategy consulting
Thomas Wood
,
Thornton Heath, United Kingdom
Experience
Other titles
Skills
I'm offering
Data Science and Data Strategy consulting specialising in text, images, unstructured data and healthcare/pharmaceuticals. Certified by Microsoft as an Azure Data Scientist Associate.
Markets
United Kingdom
Links for more
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Industries
Language
German
Fluently
English
Fluently
Spanish
Fluently
French
Fluently
Russian
Good
Chinese (Mandarin)
Good
Ready for
Ongoing relation / part-time
Available
My experience
2020 - ?
freelance
Data Scientist (consultant)
NHS England / Crown Prosecution Service.
Predictive models for staff attrition and staff training outcomes for NHS employees and for criminal cases.
Training
2019 - 2020
freelance
Data Scientist
Boehringer Ingelheim.
• Major European pharmaceutical company.
• Developed predictive model in TensorFlow using GPU for clinical trial protocols.
• Processing of highly domain specific texts.
• Developed predictive model in TensorFlow using GPU for clinical trial protocols.
• Processing of highly domain specific texts.
Tensorflow, Pharmaceutical, Processing
2018 - 2019
freelance
Data Scientist
Tesco plc.
• Designed, developed, trained and deployed two large scale machine learning solutions.
• Vehicle route planning for 4000 stores around the UK.
• Order prediction for 15 million home shopping customers based on purchase history.
• Vehicle route planning for 4000 stores around the UK.
• Order prediction for 15 million home shopping customers based on purchase history.
Machine learning
2017 - 2018
job
Data Scientist
CV Library.
• Principal data scientist at job board with 12 million jobseekers.
• Developed recommender system for sending job alerts to candidates, with 9%
conversion rate.
• Trained deep learning models (CNN, RNN, LSTM, word2vec, seq2seq) to analyse
candidates' CVs and job descriptions, using Google GPU instances.
• Deployed model to analyse candidates' CVs in real time when they register, giving
better candidate experience and a lower bounce rate on the registration form.
• Developed recommender system for sending job alerts to candidates, with 9%
conversion rate.
• Trained deep learning models (CNN, RNN, LSTM, word2vec, seq2seq) to analyse
candidates' CVs and job descriptions, using Google GPU instances.
• Deployed model to analyse candidates' CVs in real time when they register, giving
better candidate experience and a lower bounce rate on the registration form.
Deep learning, Google
2015 - 2017
job
Computer Vision Scientist
Veridium.
• Managed a project to develop neural network face recogniser.
• Trained convolutional neural networks with TensorFlow, able to classify images such as
fingerprints or pharmaceutical pill bottles.
• Designed and patented cryptographic measures to protect biometric data.
• Trained convolutional neural networks with TensorFlow, able to classify images such as
fingerprints or pharmaceutical pill bottles.
• Designed and patented cryptographic measures to protect biometric data.
Tensorflow, Computer vision, Pharmaceutical, Network, Neural networks
2011 - 2015
freelance
Knowledge Engineer / Pre-sales consultant
Artificial Solutions UK.
Developed human-like dialogue systems for use on mobile and in consumer electronics.
Sales, Electronics
2009 - 2011
job
Solution architect
Pattern Science AG.
Machine learning for monitoring market sentiment
Machine learning, Monitoring
2008 - 2009
job
Research assistant / Teaching assistant
Psychology Dept., Birkbeck College.
Analysed and processed MRI data sets using Matlab and Perl.
Research, Teaching, Matlab, Perl
2006 - 2006
job
Research assistant
European Synchrotron Radiation Facility.
Simulated X-ray scattering on atoms using Mathematica.
Research, Mathematica
2005 - 2005
job
Research assistant
Center for Applied Mathematics and Theoretical Physics.
Research
My education
University of Cambridge
Masters, Computer speech (Minor in Technology)
Masters, Computer speech (Minor in Technology)
University of Durham
MSc, Physics
MSc, Physics
n/a
Secondary, Mathematics (Minor in Physics, Latin)
Secondary, Mathematics (Minor in Physics, Latin)
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