@UTKnoxville Data Science and Statistics | Neural Nets Blog | @SwishTheory

Joined February 2021
Touch and Cognition: an intersection of traits you shouldn't bet against when projecting pull-up shooting
Which NBA player gets their threes off the quickest? Through the first week of the season, Reed Sheppard has the fastest average release time on threes (0.741 seconds) in the league. Data: NBA Game Pulse / Inside the Game
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Happy NBA RS Day! To celebrate, I refurbished 3 of my unreleased pre-draft player profiles and dropped them on my blog, explaining my view on each player entering draft night. Words on Boozer’s dominance, Hannes’ underrated passing, and Swain’s overvalued creation. Links 🧵 ⬇️
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While Dailyn Swain produced one of the greatest wing-creation seasons in NCAA history, his finishing and turnover issues with the ball, low activity off the ball, and tweener measurements at the combine raise questions about his NBA position/role. neuralnets.blog/player-profi…
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Squeezed one more piece in before today's slate of games and Yaxel Lendeborg's official NBA debut. Words on the historic pull-up 3PT shooting that made Yaxel my 6th-best prospect on draft night: neuralnets.blog/player-profi…
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No tweet has affected my evaluation paradigms as much as this. So I wrote an article about: 1. My definition of cognition 2. Linking “OAS” theory to cognition 3. Why the cognition found in OAS drives outlier development The debut of my R&D blog, Neural Nets, is live. Link ⬇️
the most important precocious skill integration is oreb-assist-stocks this is the ultimate functional athleticism x feel proxy, a synthesis of skills that exponentially raises ceiling beyond perception of raw box stats/bpm lots and lots of instructive developmental stories here
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Maurya Kumpatla retweeted
With college basketball rapidly approaching, here are the top incoming freshmen as projected by my model! The model is trained on AAU, FIBA, and International league production and the target variable is first year BPR @EvanMiya's all-in-one metric!
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Maurya Kumpatla retweeted
On the next episode of 𝐋𝐞𝐚𝐫𝐧𝐢𝐧𝐠 𝐁𝐚𝐬𝐤𝐞𝐭𝐛𝐚𝐥𝐥 @TheFlarescreen joins @beyondtheRK ! 🔘 Why Westbrook is Underrated 🔘 2020 NBA Redraft 🔘 2026 OKC Offseason Outlook
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Maurya Kumpatla retweeted
Career News
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Maurya Kumpatla retweeted
Lessons from the Draft Cycle, 2026 In this annual column, Editor-in-Chief @DraftPow details how his prospect evaluation and philosophy have evolved over the years. Read below!⤵️🔗⤵️
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Maurya Kumpatla retweeted
I’m happy to present my long-form Swish Theory debut! I teamed up with the great @AtTheLevel to analyze our two favorite small guard prospects: Tyler Tanner and Chance Mallory. Show some love ⬇️
Small guards are an endangered species in today's NBA. Tyler Tanner and Chance Mallory are here to prove they're not extinct. New at Swish Theory! A collaboration between @AtTheLevel and @MaxiMonster111. ⬇️ READ BELOW ⬇️
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Two excellent writers, one Swish Theory debut, and an elite read. Tap in!
Small guards are an endangered species in today's NBA. Tyler Tanner and Chance Mallory are here to prove they're not extinct. New at Swish Theory! A collaboration between @AtTheLevel and @MaxiMonster111. ⬇️ READ BELOW ⬇️
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Maurya Kumpatla retweeted
I like Daron Holmes even though there's more competition for postion in Denver. So I'd bet some team will take a cheap flyer on his tools. Dribble/Pass/Screen(with continuity) (below clips shows up his those traits)
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Maurya Kumpatla retweeted
Hello everyone, with a heavy heart I wanted to share that my dad has been dealing with stage 3 pancreatic cancer for the last few months. As time has gone on, insurance has been unhelpful and as treatment has continued, our financial burden has grown to higher levels as well. Not asking for much as any help would be wonderfully appreciated. The link to his GoFundMe is below ❤️ gofund.me/999f49283
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Maurya Kumpatla retweeted
Summer League season is HERE. With so many great prospects in the 2026 class, we've put together a watch list of what to look for from each team's top pick. Swish Theory's '26 Summer League Rookie Watch List:
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Final 2026 NBA Draft Board
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Tanner would've been 7th for me if he declared this year, FYI xitter.cf/VandyMBB/status/207200…
Taking the feedback and making the gains 💪💪 Checking in with TT heading into year 3️⃣
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Best picks and team performances of the 1st round relative to my board (via Kevin Pelton's 2013 pick values)
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