Amy McQueen
Data Scientist at Peak- Claim this Profile
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Bio
Experience
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Peak
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United Kingdom
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Software Development
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200 - 300 Employee
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Data Scientist
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Sep 2021 - Present
Currently working on a large-scale supply chain optimisation and demand forecasting solution for a large retail customer. Full stack role with extensive front and backend development experience. Live, in production, with 10x return on investment. Created, architected and built an MVP of Peak's solution stack in the commercial sustainability space. Architected and built an ELT pipeline in for 350Gb data, with daily automated production, test and development environments complete with testing suite. Completed graduate training throughout the Data Science, ML Engineering and Analyst teams at Peak. Stack: Python, R, SQL, dbt, AWS, R Shiny, Dash, Git, Docker. Show less
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NHS England
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United Kingdom
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Hospitals and Health Care
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700 & Above Employee
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Data Analyst
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Aug 2019 - Aug 2020
Developed Covid-19 bed, staff and medicines demand model for NHS hospitals using epidemiological forecasts. Created an NLP text mining pipeline to detect and classify themes and sentiment from 75,000 free text comments. Stack: R, SQL, SAS, SPSS, MS Excel, Tableau. Developed Covid-19 bed, staff and medicines demand model for NHS hospitals using epidemiological forecasts. Created an NLP text mining pipeline to detect and classify themes and sentiment from 75,000 free text comments. Stack: R, SQL, SAS, SPSS, MS Excel, Tableau.
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Education
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University of Leeds
Medical Sciences (with Year in Industry) BSc, 1st Class Honours -
Devonport High School for Girls
GCSEs and A-Levels, AAB(A*) in A(AS) Levels