About Me

My name is Justin Matters. I am a data scientist, programmer, board gamer, martial artist and general geek. I currently work in data science and machine learning for QueryClick in Edinburgh in the UK. I currently produce big data pipelines in PySpark including Machine Learning with Spark ML and MLlib. I have experience with a variety of cloud technologies on Azure and AWS. I have extensive experience of SQL working with Azure SQL and Apache Druid. I also have a strong knowledge of data science techniques in Python including libraries like Pandas, Matplotlib, Seaborn, SciKit Learn, OpenCV, Tensor Flow and PyTorch. I experiment with LLMs, mostly locally hosted via Ollama. I also create graphics and animations using Blender, GIMP,  ComfyUI and a variety of other open source packages.

Picture of Justin Matters

If you want to get in contact, please email me at justin.matters+blog@gmail.com or phone me on +44 (0)7866 427 772.

My website address as you have probably already noticed is: https://justinmatters.co.uk/wp. I can be found on GitHub at https://github.com/JustinMatters. You can also catch me on LinkedIn.

I used to help to run Edinburgh TechMeetup and you can sometimes find me at Edinburgh PyData

Site Privacy Policy

What personal data I collect and why I collect it

Comments

When visitors leave comments on the site I collect the data shown in the comments form, and also the visitor’s IP address and browser user agent string to help spam detection.

An anonymized string created from your email address (also called a hash) may be provided to the Gravatar service to see if you are using it. The Gravatar service privacy policy is available here: https://automattic.com/privacy/. After approval of your comment, your profile picture is visible to the public in the context of your comment.

Media

If you upload images to the website, you should avoid uploading images with embedded location data (EXIF GPS) included. Visitors to the website can download and extract any location data from images on the website.

Contact forms

Cookies

If you leave a comment on the site you may opt-in to saving your name, email address and website in cookies. These are for your convenience so that you do not have to fill in your details again when you leave another comment. These cookies will last for one year.

If you have an account and you log in to this site, the site will set a temporary cookie to determine if your browser accepts cookies. This cookie contains no personal data and is discarded when you close your browser.

When you log in, the site will also set up several cookies to save your login information and your screen display choices. Login cookies last for two days, and screen options cookies last for a year. If you select “Remember Me”, your login will persist for two weeks. If you log out of your account, the login cookies will be removed.

If you edit or publish an article, an additional cookie will be saved in your browser. This cookie includes no personal data and simply indicates the post ID of the article you just edited. It expires after 1 day.

Embedded content from other websites

Articles on this site may include embedded content (e.g. videos, images, articles, etc.). Embedded content from other websites behaves in the exact same way as if the visitor has visited the other website.

These websites may collect data about you, use cookies, embed additional third-party tracking, and monitor your interaction with that embedded content, including tracing your interaction with the embedded content if you have an account and are logged in to that website.

Analytics

Who I share your data with

An anonymized string created from your email address (also called a hash) may be provided to the Gravatar service to see if you are using it. The Gravatar service privacy policy is available here: https://automattic.com/privacy/. After approval of your comment, your profile picture is visible to the public in the context of your comment.

How long I retain your data

If you leave a comment, the comment and its metadata are retained indefinitely. This is so I can recognize and approve any follow-up comments automatically instead of holding them in a moderation queue.

For users that register on my website (if any), I also store the personal information they provide in their user profile. All users can see, edit, or delete their personal information at any time (except they cannot change their username). Website administrators can also see and edit that information.

What rights you have over your data

If you have an account on this site, or have left comments, you can request to receive an exported file of the personal data I hold about you, including any data you have provided to us. You can also request that I erase any personal data I hold about you. This does not include any data I am obliged to keep for administrative, legal, or security purposes.

Where I send your data

Visitor comments may be checked through an automated spam detection service.

My contact information

justinmatters@gmail.com or +44 07866 427 772

Additional information

How I protect your data

the back end of this site is password protected and hosted on a service with anti-hacking measures in place

What data breach procedures I have in place

If I were to suffer a known breach I would post details on the site and also inform affected parties where I have contact details

What third parties I receive data from

Only those who choose to post comments on the site

What automated decision making and/or profiling I do with user data

Automatic spam protection

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