Mhairi Mcneill - Data Scientist

Mhairi Mcneill

Data Scientist

Scalloway, Scotland, United Kingdom

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Summary

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Senior

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Top School

Mhairi McNeill is a freelance data scientist based in Scalloway, Scotland with 11 years' experience applying R, Python and SQL to real-world problems across industry and academia. She specialises in text mining, web scraping and visualisation, and has built end-to-end data systems and predictive models for diverse clients while maintaining a hands-on engineering focus. Her recent roles as a data engineer at Wood Mackenzie broadened her production skills—building AWS-based pipelines, infrastructure-as-code and testing with pytest and pandera. Experienced educator and content creator, she has taught MSc courses and bootcamp modules on data wrangling and analysis, turning complex methods into practical learning. Early work on automated scraping, sentiment analysis and player-behaviour modelling demonstrates a long-standing interest in extracting structured insight from messy text and interaction data.

10 years of coding experience

9 years of employment as a software developer

Diploma Statistics, Diploma Statistics at The Open University

MSc. Applied Statistics and Datamining, MSc. Applied Statistics and Datamining at University of St Andrews

Bachelor of Science (BS) Mathematics, Bachelor of Science (BS) Mathematics at The University of Edinburgh

Stackoverflow

Stats

1,971reputation

157kreached

73answers

3questions

Badges

top-5%

Github Skills (21)

r-package9

plumber9

api8

usergroup8

na6

csv6

tm6

mean6

regression6

topic-modeling6

dplyr6

ggplot6

subset6

api-server6

Programming languages (2)

RHTML

Github contributions (5)

mhairi/mhairi.github.io

Sep 2017 - Nov 2024

Contributions:12 pushes, 1 branch in 7 years 3 months

codeclan/CodeClanData

Jun 2019 - Nov 2021

Data repo for the data course

Contributions:45 commits, 37 pushes, 1 branch in 2 years 5 months

course-data

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