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Justin Norman, PhD

@justintime.ai

145 followers 499 following 374 posts

Researcher @ UC Berkeley You can also find me @ justintime.ai Washington Spirit | Mystics | Caps

Posts Replies Media

Justin Norman, PhD @justintime.ai · 17/08/2026

Aaagh I’m so annoyed that Sentnor finally managed to be on target against the Spirit

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Justin Norman, PhD @justintime.ai · 07/08/2026

Checked in on the Aces / Fever game

static.klipy.com

Community Worst Timeline

Alt: Community Worst Timeline

Justin Norman, PhD @justintime.ai · 29/07/2026

Ayyy I’m a Mystics fan but I might need to get an Olivia Miles jersey

Justin Norman, PhD @justintime.ai · 20/07/2026

Leicy Santos for MVP

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Justin Norman, PhD @justintime.ai · 16/07/2026

Nobody scares me on Gotham more than Dudley. Gonna be a long match anytime she’s out there

Justin Norman, PhD @justintime.ai · 11/07/2026

Being from DC, I’m starting to feel about Gotham the same way I do about Dallas

Justin Norman, PhD @justintime.ai · 07/07/2026

Aight that’s enough of this BS for me USMNT has returned to form. Don’t know why I thought it would be different

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Justin Norman, PhD @justintime.ai · 07/07/2026

USMNT executing just flawless passes to Belgium out there

Justin Norman, PhD @justintime.ai · 06/07/2026

How is England playing better down a player

Justin Norman, PhD @justintime.ai · 06/07/2026

Oh my!!! Inglaterra con la tarjeta roja!!

Justin Norman, PhD @justintime.ai · 04/07/2026

Nooo you gotta play all 90 minutes Spirit!

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Justin Norman, PhD @justintime.ai · 03/07/2026

Does FIFA not like fun??? Come on

Justin Norman, PhD @justintime.ai · 27/06/2026

AKB is out here at war dear god

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Justin Norman, PhD @justintime.ai · 19/06/2026

Wow I’m having fun watching the USMNT what is this feeling

Justin Norman, PhD @justintime.ai · 18/06/2026

This may be the greatest month of sports in my lifetime

Justin Norman, PhD @justintime.ai · 14/06/2026

I know we’re doing soccer today but Olivia Miles vs A’ja is COOKING

Justin Norman, PhD @justintime.ai · 10/06/2026

This USWNT-Brazil match got me eating my feelings

Justin Norman, PhD @justintime.ai · 10/06/2026

Oh wow Lorena my goodness

Justin Norman, PhD @justintime.ai · 10/06/2026

It really is just gutting to see Dudinha going down. A player at the top of the game RN.

Justin Norman, PhD @justintime.ai · 26/05/2026

I also did this—and I still have the 3080ti it replaced. I feel like some kind of old school noble

Justin Norman, PhD @justintime.ai · 24/05/2026

Cantore WTF OMG

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Justin Norman, PhD @justintime.ai · 24/05/2026

Spirit this is bad.

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Justin Norman, PhD @justintime.ai · 21/05/2026

Claudinha said I’m tired of runnin around y’all let’s wrap this up

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Justin Norman, PhD @justintime.ai · 21/05/2026

This is a chaos day in the NWSL

Justin Norman, PhD @justintime.ai · 25/03/2026

Victory+ is going to make me the joker if I miss Rodmans first goal of the season tonight

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Justin Norman, PhD @justintime.ai · 13/03/2026

People who talk on flights before 9AM should get tickets

Justin Norman, PhD @justintime.ai · 23/02/2026

New from me: I rebuilt proprietary ML projects from past jobs using modern tooling and synthetic data. Full code on GitHub. blog.justintime.ai/rebuilding-ml-projects-time-series/

blog.justintime.ai

Someone Else Owns my Best Code, So I Wrote It All Again

Two end-to-end time series ML pipelines rebuilt from scratch: GRU + Prophet freight forecasting and K-means + LSA network event clustering, with full code on GitHub.

Justin Norman, PhD @justintime.ai · 12/02/2026

Look, I don't use AI to help me with my review tasks (though I understand the temptation...this is intense, tiring, time expensive, *unpaid!* work) but one thing that really bothers me is when there's a major flaw right out of the gate and you just..have to keep reviewing the paper.

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Justin Norman, PhD @justintime.ai · 10/02/2026

CAN trying to goon Abbey Murphy but if that’s the plan they need to hit harder

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Justin Norman, PhD @justintime.ai · 05/02/2026

Trying to work but Hilary Knight making that impossible by doing GOAT things in Italy

Justin Norman, PhD @justintime.ai · 28/01/2026

Hahaha Emma Sears was like I’m gettin this one #uswnt

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Justin Norman, PhD @justintime.ai · 22/01/2026

Good grief…phew! Good news in in the District!!

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Justin Norman, PhD @justintime.ai · 20/01/2026

I don’t even watch college football but what a game! 🏈

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Justin Norman, PhD @justintime.ai · 18/01/2026

I’ve seen enough: the next PWHL expansion team should be in DC! Absolutely amazing fun

Justin Norman, PhD @justintime.ai · 17/01/2026

Josh Allen what on earth

Justin Norman, PhD @justintime.ai · 09/01/2026

Tonight I archived the project folder for my very first academic paper (and foundation of my dissertation). It’s done. donzo. Fini. Backed up and filed away. End of an era.

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Justin Norman, PhD @justintime.ai · 07/01/2026

Inspired, I've been doing this today and it really works! I'm actually *doing* my tasks fully instead of 3,8,12,28 minute interruptions.

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Justin Norman, PhD @justintime.ai · 07/01/2026

For the past month or so, I've been slowly working through this book by @sebastianraschka.com which theoretically and practically builds a GPT model from scratch. Highly recommended! Ironically, I'm writing much more code by hand as a result

Justin Norman, PhD @justintime.ai · 05/01/2026

Hey everyone, I'm happy to announce that the paper I wrote with Alex Hughes and Mike Rivera which explores the lack of truly open, grounded, expert-level hallucination benchmarks for language models has been accepted to ICICT 2026 in Honolulu, HI! arxiv.org/pdf/2505.17345

Justin Norman, PhD @justintime.ai · 05/01/2026

Hi everyone! Welcome back. I'm so excited to share that the video deepfake detection paper that I co-wrote with Hany Farid has been accepted to the WACV SAFE 2026 workshop!

Justin Norman, PhD @justintime.ai · 02/01/2026

I was totally working (ok limping) my way through DOS 2, but how did I manage to start a Starfield thing two days ago. Watchtower mod is something!

Justin Norman, PhD @justintime.ai · 01/01/2026

All done!

Xwing starfighter LEGO set completed on a kitchen table canopy closed

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Justin Norman, PhD @justintime.ai · 01/01/2026

As my first official act of 2026, I have closed all of my tabs

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Justin Norman, PhD @justintime.ai · 01/01/2026

And…Just about finished! just like 2025

Justin Norman, PhD @justintime.ai · 26/12/2025

Getting there!

LEGO X-wing partially assembled with complete fuselage and canopy open

Justin Norman, PhD @justintime.ai · 21/12/2025

Also playing a BG3 modded Shadowheart run #BG3

media.tenor.com

a video game character with a sword and the words shar 's blessings upon you

Alt: The BG3 character Shadowheart with a sword and the words “shar 's blessings upon you”

Justin Norman, PhD @justintime.ai · 21/12/2025

Currently playing Dispatch! Highly recommend.

media.tenor.com

a black and white sign that says dispatch on it

Alt: Colorful gif that reveals the logo for the game Dispatch

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Justin Norman, PhD @justintime.ai · 21/12/2025

Another Star Wars set in progress #lego

A partially completed Star Wars LEGO set

Justin Norman, PhD @justintime.ai · 21/12/2025

Finally get a chance to read my good friend’s new book!

Victor Dibia’s “Designing Multi-Agent Systems”

Justin Norman, PhD @justintime.ai · 21/12/2025

Started off the break with this awesome TIE Bomber set. I have a lighting kit that I’ll install at some point

A TIE Bomber Lego set complete with Admiral Sloane, a random droid, and Darth Vader for some reason. The canopy is closed.

A TIE Bomber Lego set complete with Admiral Sloane, a random droid, and Darth Vader for some reason. The canopy is open revealing a very cramped pilot.