liam hartley


picture of Liam Hartley at Brighton beach

i'm a data engineer who is passionate
about data driven decisions




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featured articles:

accurately predicting football with python & sql

10th may 2022

building a complex data warehouse to predict outcomes in football

1077 words

the ethics of algorithms

12th august 2020

algorithms are dictating how we think by choosing what we see on a daily basis. No one knows how they do it, so no one is accountable.

920 words

social media

20th september 2020

social media has abused the freedoms of the internet. It is terrorising our mental health, it is undermining our democracy and it manipulates our emotions in the pursuit of shareholder profits.

2300 words

python football betting model for six leagues

2nd january 2021

creating homemade odds and comparing these against bookmakers to find value bets

1834 words

code and writing featured in:

python in plain english - python betting model for six football leagues by liam hartley
datadriveninvestor - high frequency crypto trading q1 results by liam hartley
the startup - the ethics of algorithms by Liam Hartley
digital diplomacy - internet sovereignty by Liam Hartley

Tower Bridge in black and white, Central London
Tower Bridge on a clear day, Central London

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