stephen
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vigilanteswift.bsky.social
stephen
@vigilanteswift.bsky.social
game model research using ML with mmu & mufc | swiftie | views my own | he/him
Pinned
pinned for now so i’m identifiable with the handle change 🙏
Reposted by stephen
I've made a series of individual match posters for Celtic's European Cup run in 1967 before, but never a standalone design until now. Prints available on the shop if you fancy one! madebyfrankie.bigcartel.com
June 17, 2025 at 8:28 PM
one year of doing my phd today 🎉

i think the thing ive found most interesting is balancing abstract blue sky ideas with real practical challenges and trying to problem solve in a way that moves the needle in both worlds

still feels surreal i get to do this for a living 🥰
April 15, 2025 at 2:35 PM
been a great week for progress on my phd! graph neural network variants are occupying my every waking thought but… ending the week with something that does what i want it to is a good feeling 🙏
February 21, 2025 at 9:07 PM
Reposted by stephen
New episode:

‘Has Jon Mackenzie Ruined Football?’, featuring special guest Jon Mackenzie

If you enjoy this, you can support our project here:

www.patreon.com/ProRevolutio...
Get more from Pro Revolution Soccer on Patreon
A football podcast that doesn't leave politics at the turnstile
www.patreon.com
February 10, 2025 at 4:14 PM
Reposted by stephen
This season, I set myself a wee personal project aim of creating a match poster for each of Celtic's Champions League group stage games. Here they all are! 🍀
February 2, 2025 at 10:44 PM
Reposted by stephen
Celtic vs Young Boys | 2024/25 UEFA Champions League | Matchday Seven
January 22, 2025 at 3:41 PM
this is quite cool substack.com/inbox/post/1...
Inbox | Substack
substack.com
January 19, 2025 at 1:07 PM
between starting with utd and seeing taylor four times, hard to see many ways this year could have been better 🙏

happy new year when it comes pals!!
December 31, 2024 at 5:42 PM
i think a big problem with the public analysis space is that it merged with journalism/content creation and the disciplines are focused on very different things. for me, ~good analysis is built off lots of unseen work while content creation requires constant digestible updates.
December 30, 2024 at 2:50 PM
starting piano lessons in the new year let’s goooooo

(i just have to be a recluse until then and write a paper it’s fine)
December 20, 2024 at 7:49 AM
Reposted by stephen
Happy Birthday to our record breaking, history making, singer, songwriter, director, producer, and once in a life time superstar chairman Doctor Taylor Alison Swift.

We love you ❤️
December 13, 2024 at 7:00 AM
really enjoying my phd atm. it can be so up and down with challenges but in a really good spot atm where there are big challenges but things still look really promising
December 3, 2024 at 7:29 PM
apple music replay in anyone want to guess my top artist 🤪
December 3, 2024 at 8:33 AM
why are my emojis huge now i updated ios can i change it back wtf
November 28, 2024 at 7:14 PM
Reposted by stephen
🚨| BC Place stadium is displaying “Long Live” lyrics outside the stadium ahead of the 3 shows Taylor will be playing there next week!

“Long live all the magic we made”
November 27, 2024 at 3:54 AM
Reposted by stephen
Just a reminder that the Football Tactics feed is slowly populating. Make sure you follow and let me know if there's anyone you think should be added.
bsky.app/profile/did:...
November 26, 2024 at 6:09 PM
model i’ve been working on for ages finally converging there are tears in my eyes what a morning
November 26, 2024 at 8:14 AM
Reposted by stephen
Let it be known that you can get 20% off your entire order over on my print shop madebyfrankie.bigcartel.com until the 15th of December with the code SELLIC20 - get the Celtic fan in your life a wee something, or yourself. 🤗🍀
November 24, 2024 at 10:20 PM
i’ve been guessing cassandra x mad woman on mastermind for AGES so i’m glad of the extra points finally but i’ve been guessing them as a two song mashup bc i wanted to get it exactly right for the bonus i did not anticipate a third song in the mashup 😭😭😭
November 23, 2024 at 6:25 AM
one of the nerdier things i’ve ever said, but i just love working with unlabelled tracking data. i find it so fun being critical of terminology definitions and thinking about how something can be found in the data. i find it really helps my understanding of football as a whole
November 20, 2024 at 7:59 PM
Reposted by stephen
I've built a Football Tactics feed which I'm going to start populating with some of the best tactical accounts on here. It's a curated feed which means only posts which are specifically tagged will go into it so it should be a pretty clean.
ttx
bsky.app/profile/did:...
November 19, 2024 at 11:51 PM
Reposted by stephen
New (first) post on the Central Winger substack. With thoughts on Player Similarity, problems with current approaches, and a path forward.
Substituting Similarity
Summary statistics are problematic for comparing players
open.substack.com
November 18, 2024 at 1:34 PM