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Justyn Rodrigues

@becausejustyn.bsky.social
50 followers 369 following 100 posts

Data Scientist at Mcilwain. I try to sneak statistics into engineers lives.

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Justyn Rodrigues @becausejustyn.bsky.social · 27/09/2026
In my new role they use pandas instead of polars.
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Justyn Rodrigues @becausejustyn.bsky.social · 01/08/2026
Update: Codex wanted to remove 46k lines of R code
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Justyn Rodrigues @becausejustyn.bsky.social · 01/08/2026
Having Claude go through old R projects and cleaning it up so I can make that repo public is a nice use case
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Justyn Rodrigues @becausejustyn.bsky.social · 16/07/2026
Tried GPT5.6 and it is quite underwhelming compared to Opus?
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Justyn Rodrigues @becausejustyn.bsky.social · 02/06/2026
I also don’t know how people ever hit their limit? I probably used it for 80% of my work week and only hit 40%
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Justyn Rodrigues @becausejustyn.bsky.social · 02/06/2026
Was running two parallel agents in Claude code today and it was fire, ngl
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Justyn Rodrigues @becausejustyn.bsky.social · 21/02/2026
Okay, using AI for assistance made me go to the documentation myself. AI is definitely not ready for Julia
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Justyn Rodrigues @becausejustyn.bsky.social · 21/02/2026
Teaching myself Julia and I at this point I feel like this is a gateway programming language
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Justyn Rodrigues @becausejustyn.bsky.social · 01/02/2026
Half my job is telling people no when they discover a new AI tool they want to use at work.
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Justyn Rodrigues @becausejustyn.bsky.social · 29/01/2026
PowerPoint allows you to write an equation in LaTeX :)
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Justyn Rodrigues @becausejustyn.bsky.social · 25/01/2026
Being asked to maintain a vibe coded app is always fun.
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Justyn Rodrigues @becausejustyn.bsky.social · 22/01/2026
My GitHub action ran on the first attempt. Feels pretty good
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Justyn Rodrigues @becausejustyn.bsky.social · 22/01/2026
Pandas 3.0 is basically trying to make it closer to Polars
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Justyn Rodrigues @becausejustyn.bsky.social · 19/01/2026
I underestimated how easily people get confused by basic data.
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Justyn Rodrigues @becausejustyn.bsky.social · 16/01/2026
Tricked people at work into using a Bayesian approach and they don’t even know it
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Justyn Rodrigues @becausejustyn.bsky.social · 06/01/2026
I just learnt that some companies use notebooks in production 🤯
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Justyn Rodrigues @becausejustyn.bsky.social · 18/11/2025
It is probably engagement bait, but it also highlights how little they know or are able to think.
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Justyn Rodrigues @becausejustyn.bsky.social · 18/11/2025
Something says someone is a clown like “it’s all over for ___” when talking about a new AI release.
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Justyn Rodrigues @becausejustyn.bsky.social · 09/11/2025
Most of that is engagement bait, so I don’t respond to the actual posts on other sites.
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Justyn Rodrigues @becausejustyn.bsky.social · 09/11/2025
When someone says AI turns them into a 10X engineer, does that mean they can do the work of 10 engineers?
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Reposted by Justyn Rodrigues
Per Engzell @pengzell.bsky.social · 04/11/2025
Academia runs on three fuels: caffeine, impostor syndrome, and poorly documented code from 2017
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Justyn Rodrigues @becausejustyn.bsky.social · 01/11/2025
However, it also helps my imposter syndrome, so it’s worth it
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Justyn Rodrigues @becausejustyn.bsky.social · 01/11/2025
Going on LinkedIn tests my patience so often. Constantly see dumb posts, but I will not give them engagement. It’s what they want
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Justyn Rodrigues @becausejustyn.bsky.social · 27/10/2025
Work is so easy that I started writing a blog post about splines just to mentally stimulate myself
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Justyn Rodrigues @becausejustyn.bsky.social · 26/10/2025
I am the only one that codes at work so sometimes I like to create a PR so it feels like I am working with someone else
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Justyn Rodrigues @becausejustyn.bsky.social · 15/10/2025
Using dots in variable names should be illegal. Double illegal in OOP
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Justyn Rodrigues @becausejustyn.bsky.social · 25/08/2025
There is a place for pretty visualisations, but that’s not for most end users who will just look at the table for reporting purposes
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Justyn Rodrigues @becausejustyn.bsky.social · 25/08/2025
Can’t believe I became that guy, but I’ve started asking “does that provide business value?” When people ask me to make trivial changes to a visualisation. People don’t care about the font of a table, they just care it’s accurate and understandable
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Justyn Rodrigues @becausejustyn.bsky.social · 21/08/2025
Pandas was the primary reason I disliked python so much. My lord it was such a pest to use for anything that was somewhat complicated
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Justyn Rodrigues @becausejustyn.bsky.social · 21/08/2025
I also underestimated how much code I wrote for that project. I should of just made it a package
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Justyn Rodrigues @becausejustyn.bsky.social · 21/08/2025
I’m making my code public since my paper is getting published and it’s taking so much self control to not refactor the pandas code to polars
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Reposted by Justyn Rodrigues
Liz Faber @lizwfab.bsky.social · 23/07/2025
Chat GPT is not a search engine. Chat GPT is not a search engine. Chat GPT is not a search engine. Chat GPT is not a search engine. Chat GPT is not a search engine. Chat GPT is not a search engine. Chat GPT is not a search engine. Chat GPT is not a search engine. Chat GPT is not a search engine. Cha
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Justyn Rodrigues @becausejustyn.bsky.social · 21/07/2025
Setting up Stan on a windows machine reminds me how much I dislike using windows
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Justyn Rodrigues @becausejustyn.bsky.social · 03/07/2025
> Someone doing a PhD in AI makes a comment on AI > random programmers tells them they’re wrong because of vibes
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Justyn Rodrigues @becausejustyn.bsky.social · 07/05/2025
Using AI for most tasks feels like using low code solutions. It may be quicker for simple stuff, but eventually any decent customisation is going to be a headache.
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Justyn Rodrigues @becausejustyn.bsky.social · 21/04/2025
I cringe whenever I see guides on pandas. It’s 2025, move on
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Justyn Rodrigues @becausejustyn.bsky.social · 21/04/2025
Keeping up with Python changes with each update is something they should just email me.
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Reposted by Justyn Rodrigues
Sam Halpert @samhalpert.bsky.social · 15/04/2025
Even accepting the premise that AI produces useful writing (which no one should), using AI in education is like using a forklift at the gym. The weights do not actually need to be moved from place to place. That is not the work. The work is what happens within you.
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Justyn Rodrigues @becausejustyn.bsky.social · 18/04/2025
I find it interesting that people pay upwards of $200 a month to use LLM
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Justyn Rodrigues @becausejustyn.bsky.social · 17/04/2025
50% of AI is being confused at a new term, researching it only to discover it’s a term you already knew under a different name
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Justyn Rodrigues @becausejustyn.bsky.social · 16/04/2025
The more AI generate content I read, the more I want to become a farmer.
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Justyn Rodrigues @becausejustyn.bsky.social · 16/04/2025
You can publish quarto documents straight to confluence 🤯
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Justyn Rodrigues @becausejustyn.bsky.social · 12/04/2025
Tried vibe coding. It wanted me to push my .env file publicly
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Justyn Rodrigues @becausejustyn.bsky.social · 25/03/2025
Going to a tech conference always removes any sense of imposter syndrome that I have.
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Justyn Rodrigues @becausejustyn.bsky.social · 23/03/2025
Someone: I use python Me: have you heard of our lord and saviour uv?
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Justyn Rodrigues @becausejustyn.bsky.social · 17/03/2025
I’m tired of AI. I just want to do statistics
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Justyn Rodrigues @becausejustyn.bsky.social · 16/03/2025
I’ve been using base python instead of FastAPI like some kind of schmuck
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Justyn Rodrigues @becausejustyn.bsky.social · 16/03/2025
Once I was working with a dataset that was 800,000 x 360 and accidentally ran a PCA on every row. Once the code was finished it was terrifying to see the size of the variable.
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Justyn Rodrigues @becausejustyn.bsky.social · 08/03/2025
Stats posts on LinkedIn always cures my imposter syndrome
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Justyn Rodrigues @becausejustyn.bsky.social · 06/03/2025
R feels more fun to code in than python, but Python still is better than most options out there. I don’t care about garbage collection. I just want to solve a problem.
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