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Rithwik Rajendran

@rithwikrajendran.bsky.social

Senior Data Scientist at ASDA. Liverpool supporter. Running around with bits of AI, data, ML & football everyday.

95 Followers  |  224 Following  |  81 Posts  |  Joined: 21.11.2024  |  1.7449

Latest posts by rithwikrajendran.bsky.social on Bluesky

The most mins a playerโ€™s had for them in Ligue 1 is Barcola with 2.18K (27 starts) - for comparison, the players from other teams w/ more mins in their respective leagues:

8 - Barca
8 - Madrid
10 - Liverpool
9 - Arsenal
6 - Inter
4 - Bayern
8 - Leverkusen

Massive gap here.

09.06.2025 15:48 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

Mendes had 19 starts (1.68K mins), Doue 18 starts (1.73K mins), Dembele 20 starts (1.73K mins). Most top teams have way more players with over 2K mins in their leagues.

Neither Mendes, Vitinha, Neves, nor Doue have missed a game through injury this season. (Transfermarkt) (Contd.)

09.06.2025 15:48 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0

PSGโ€™s players have done well all season with club & country, but there's a caveat - theyโ€™re playing in Ligue 1, where they have an enormous advantage over everyone else in terms of money & squad. For eg, this league season:

Vitinha had 20 starts (2K mins), Neves had 22 starts (1.85K mins), (contd.)

09.06.2025 15:48 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 1

First post is out as promised. If youโ€™re into data, do subscribe & share.

If not, you could still give it a read & share! ๐Ÿ˜„

#MLSky #AI #DataScience #Product #ProductThinking #Newsletter #Tech

open.substack.com/pub/didyousa...

23.04.2025 12:27 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
Preview
Did You Say Data? | Rithwik Rajendran | Substack Hard lessons, technical articles and sharp takes on AI, ML and building with data - from someone in the thick of it - Did You Say Data is not just another data newsletter! Click to read "Did You Say D...

Just launched my newsletter Did You Say Data โ€” a space for real, practical takes on AI, ML, and data science. From technical deep dives to product mindset lessons. First post goes live tomorrow โ€” would love for you to check it out and subscribe!

22.04.2025 16:03 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 1
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Virgil made sure that he kept my 100% Anfield win rate intact.

What a day! 6 points away from glory now.

13.04.2025 19:08 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

Wissaโ€™s on 15 non-penalty goals this season in the league now. Mbuemo has 16 including penalties (5).

31 goals between the two is genuinely remarkable. (26 npG)

Only duo with more non-penalty goals in the league are Salah & Diaz (28).

12.04.2025 18:50 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
11.04.2025 09:22 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

Watching that game has made me feel even more annoyed about losing to PSG ffs

08.04.2025 21:15 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

Declan Rice, 2 in 2 worldies. That is incredible

08.04.2025 20:32 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

The thing with Arsenalโ€™s set-pieces are that it is not just about the setup alone.

The quality of their set-piece takers (Saka & Rice) is extremely good. The deliveries themselves make the situation so volatile (pace of the delivery + area where it lands).

08.04.2025 19:11 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

Time to get back into football analytics again, I think. Need to dust off some old notebooks & automate them.

08.04.2025 11:31 โ€” ๐Ÿ‘ 1    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

13 degrees celsius outside but why is it still so chilly? Come on, now.

07.04.2025 13:56 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

I absolutely do not get why Harvey Elliott doesnโ€™t get more minutes. Especially in games where we do lack creativity, heโ€™s a massive upgrade over Szoboszlai in-possession.

06.04.2025 15:39 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
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05.04.2025 14:09 โ€” ๐Ÿ‘ 1    ๐Ÿ” 1    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

Funny how the organisations might look at data like this & come to the conclusion that more games in a season is the way to go.

Absolutely ridiculous.

Do the players need better representation (union)? The answer is a LOUD YES!

03.04.2025 14:13 โ€” ๐Ÿ‘ 2    ๐Ÿ” 1    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

Anything but making Siri decent, eh?

31.03.2025 05:13 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

Yeah this is like one of those instances where one wears a baggy T Shirt & absolutely butchers the look. Just doesnโ€™t fit

28.03.2025 00:48 โ€” ๐Ÿ‘ 1    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

All Iโ€™m saying is Curtis Jones would never.

25.03.2025 11:35 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

The spatialised stereo on the Airpods Pro 2 might be one of the best things Iโ€™ve experienced.

24.03.2025 10:25 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
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Model Distillation

24.03.2025 03:12 โ€” ๐Ÿ‘ 38    ๐Ÿ” 4    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

Absolutely!

16.03.2025 18:42 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

Well, who knew you could use players outside your regular 14-15 & still get better performances than some of that 14-15.

Surely not Arne. Very frustrating to see him make the same mistakes repeatedly.

16.03.2025 18:41 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

Deserved exit! That was a very poor performance in attack & it showed

11.03.2025 22:46 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

Think the press got a little less intense as the half went on & that has helped PSG ease in their buildup. Theyโ€™re cutting through quite well because the press timings have been off at times.

A bit better in the final 3rd please because weโ€™ve still got good moments & Donnarumma is the opposite GK.

11.03.2025 21:02 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
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Some of these late 2000s away kits in addition surely. (In addition to the ones mentioned in the comments)

10.03.2025 17:46 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0

And people voted against us in the Wonderkid draft. We got robbed.

10.03.2025 11:25 โ€” ๐Ÿ‘ 1    ๐Ÿ” 0    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0

Quite unbelievable how well Arne has settled in. The tweaks to make us stronger defensively & also make sure we donโ€™t over exert physically.

Iโ€™m not even sure if heโ€™s fully happy with us in the final 3rd because I see a good gap for improvement there despite our strong numbers atm. Exciting times.

10.03.2025 11:06 โ€” ๐Ÿ‘ 1    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

Iโ€™m out here imagining a world where our attackers bar Salah start to deliver even more & we also fix some of our issues defensively (we do concede good chances in a similar pattern mostly)

10.03.2025 11:04 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0

Skype closing down, John Cena turning heel. What a weird year already!

02.03.2025 10:36 โ€” ๐Ÿ‘ 1    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

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