
Thomas W.
- Joined May 2020
I offer Data Science consulting specialising in text, images, unstructured data and healthcare/pharmaceuticals.
- London, UK
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Experience
Summary
I originally studied Physics and then moved into the machine learning field, completing a second Masters in Computer Speech, Text and Internet Technology at the University of Cambridge. Then I worked for 10 years in data science in industry.
Work history
Portfolio
Streamlining online form with machine learning
I delivered a huge cost saving for a customer in the recruitment field by implementing a machine learning model to infer values from jobseekers' resumes, allowing them to remove fields from the online form and increase the conversion rate.
Clinical trials analysis
For one pharma company I developed and trained a deep learning tool to predict more than 50 output variables from a clinical trial protocol. This allows pharma companies and regulators to analyse and quantify large numbers of protocols, allowing more accurate cost estimation.
Vehicle unloading times at Tesco
I trained a simple regression model that would predict the unloading time of any future delivery at the time that the schedule is being generated.
Education
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Languages
Full professional proficiency
Native or bilingual proficiency
Native or bilingual proficiency
Professional working proficiency
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Availability
Seeking workAvailable
- Available during business hours, evenings, and weekends
Commitment
- Can work 20hrs per week
- Can commit to 1+ years
Interests
Industries I love
What I read
New Scientist