Sofie Van Landeghem
@oxykodit.bsky.social
I'm a software developer, open-source maintainer and NLP engineer. I love data, coding, testing, developing ML models and getting sh*t done.
Through my one-woman company OxyKodit, I implement tailored NLP solutions for any domain: https://oxykodit.com
Through my one-woman company OxyKodit, I implement tailored NLP solutions for any domain: https://oxykodit.com
Pinned
Sofie Van Landeghem
@oxykodit.bsky.social
· Nov 21
Starter pack for open-source maintainers in the Python ecosystem! Feel free to share and let me know who I'm missing!
go.bsky.app/D2Be5mg
go.bsky.app/D2Be5mg
Awesome team! 🫶
I have the coolest team ever, for @fastapi.tiangolo.com and FastAPI Cloud 🤩
We had a great time together at an offsite in Seville last month. ...a sneak peek/pic below.
(@marco.ooo, @nucleonjohn.bsky.social, @savannah.dev, @patrick.wtf, @oxykodit.bsky.social)
We had a great time together at an offsite in Seville last month. ...a sneak peek/pic below.
(@marco.ooo, @nucleonjohn.bsky.social, @savannah.dev, @patrick.wtf, @oxykodit.bsky.social)
November 10, 2025 at 9:50 AM
Awesome team! 🫶
Reposted by Sofie Van Landeghem
Quick fix release, 0.119.1 🍫
This fixes compatibility (warnings) with @pydantic.dev 2.12.1 on Python 3.14 🐍
Nothing changed for the final users, but still a lot of work underneath to get it done. 😅 Thanks @oxykodit.bsky.social! 🙌
github.com/fastapi/fast...
This fixes compatibility (warnings) with @pydantic.dev 2.12.1 on Python 3.14 🐍
Nothing changed for the final users, but still a lot of work underneath to get it done. 😅 Thanks @oxykodit.bsky.social! 🙌
github.com/fastapi/fast...
GitHub - fastapi/fastapi: FastAPI framework, high performance, easy to learn, fast to code, ready for production
FastAPI framework, high performance, easy to learn, fast to code, ready for production - fastapi/fastapi
github.com
October 20, 2025 at 11:41 AM
Quick fix release, 0.119.1 🍫
This fixes compatibility (warnings) with @pydantic.dev 2.12.1 on Python 3.14 🐍
Nothing changed for the final users, but still a lot of work underneath to get it done. 😅 Thanks @oxykodit.bsky.social! 🙌
github.com/fastapi/fast...
This fixes compatibility (warnings) with @pydantic.dev 2.12.1 on Python 3.14 🐍
Nothing changed for the final users, but still a lot of work underneath to get it done. 😅 Thanks @oxykodit.bsky.social! 🙌
github.com/fastapi/fast...
Reposted by Sofie Van Landeghem
Who's hungry? There's pi 🥧
FastAPI 0.118.3 has official support for Python 3.14 🎉
Big thanks to @oxykodit.bsky.social for a long debugging and preparation process! 🙌
And shoutout to @1st1.dev and Fantix from @geldata.com for the new httptools with support for 3.14 🙇
FastAPI 0.118.3 has official support for Python 3.14 🎉
Big thanks to @oxykodit.bsky.social for a long debugging and preparation process! 🙌
And shoutout to @1st1.dev and Fantix from @geldata.com for the new httptools with support for 3.14 🙇
October 10, 2025 at 10:56 AM
Who's hungry? There's pi 🥧
FastAPI 0.118.3 has official support for Python 3.14 🎉
Big thanks to @oxykodit.bsky.social for a long debugging and preparation process! 🙌
And shoutout to @1st1.dev and Fantix from @geldata.com for the new httptools with support for 3.14 🙇
FastAPI 0.118.3 has official support for Python 3.14 🎉
Big thanks to @oxykodit.bsky.social for a long debugging and preparation process! 🙌
And shoutout to @1st1.dev and Fantix from @geldata.com for the new httptools with support for 3.14 🙇
Reposted by Sofie Van Landeghem
Here's SQLModel 0.0.27, with support for Python 3.14 🐍😎
@oxykodit.bsky.social 🙌
github.com/fastapi/sqlm...
@oxykodit.bsky.social 🙌
github.com/fastapi/sqlm...
GitHub - fastapi/sqlmodel: SQL databases in Python, designed for simplicity, compatibility, and robustness.
SQL databases in Python, designed for simplicity, compatibility, and robustness. - fastapi/sqlmodel
github.com
October 8, 2025 at 4:42 PM
Here's SQLModel 0.0.27, with support for Python 3.14 🐍😎
@oxykodit.bsky.social 🙌
github.com/fastapi/sqlm...
@oxykodit.bsky.social 🙌
github.com/fastapi/sqlm...
Reposted by Sofie Van Landeghem
SQLModel 0.0.26 just released 🔖
With support for the latest @pydantic.dev and some fixes for types that became a rabbit hole handled by @oxykodit.bsky.social 🙌🐇
github.com/fastapi/sqlm...
With support for the latest @pydantic.dev and some fixes for types that became a rabbit hole handled by @oxykodit.bsky.social 🙌🐇
github.com/fastapi/sqlm...
GitHub - fastapi/sqlmodel: SQL databases in Python, designed for simplicity, compatibility, and robustness.
SQL databases in Python, designed for simplicity, compatibility, and robustness. - fastapi/sqlmodel
github.com
October 8, 2025 at 11:25 AM
SQLModel 0.0.26 just released 🔖
With support for the latest @pydantic.dev and some fixes for types that became a rabbit hole handled by @oxykodit.bsky.social 🙌🐇
github.com/fastapi/sqlm...
With support for the latest @pydantic.dev and some fixes for types that became a rabbit hole handled by @oxykodit.bsky.social 🙌🐇
github.com/fastapi/sqlm...
Reposted by Sofie Van Landeghem
Here's FastAPI 0.118.1, with compatibility for the latest @pydantic.dev. 🚀
This one had the combined effort of the community, the @pydantic.dev team, and the @fastapi.tiangolo.com team, all together. 🙌
github.com/fastapi/fast...
This one had the combined effort of the community, the @pydantic.dev team, and the @fastapi.tiangolo.com team, all together. 🙌
github.com/fastapi/fast...
GitHub - fastapi/fastapi: FastAPI framework, high performance, easy to learn, fast to code, ready for production
FastAPI framework, high performance, easy to learn, fast to code, ready for production - fastapi/fastapi
github.com
October 8, 2025 at 9:14 AM
Here's FastAPI 0.118.1, with compatibility for the latest @pydantic.dev. 🚀
This one had the combined effort of the community, the @pydantic.dev team, and the @fastapi.tiangolo.com team, all together. 🙌
github.com/fastapi/fast...
This one had the combined effort of the community, the @pydantic.dev team, and the @fastapi.tiangolo.com team, all together. 🙌
github.com/fastapi/fast...
Reposted by Sofie Van Landeghem
The stable release of Python 3.14 is out now! Go, go, go update! 🙌
discuss.python.org/t/python-3-1...
discuss.python.org/t/python-3-1...
October 7, 2025 at 2:30 PM
The stable release of Python 3.14 is out now! Go, go, go update! 🙌
discuss.python.org/t/python-3-1...
discuss.python.org/t/python-3-1...
Reposted by Sofie Van Landeghem
New Asyncer release, 0.0.9 🔖
This is the tool you would use to easily mix async and blocking code 🔄
@oxykodit.bsky.social just fixed support for the latest AnyIO, used underneath 🚀
github.com/fastapi/asyn...
This is the tool you would use to easily mix async and blocking code 🔄
@oxykodit.bsky.social just fixed support for the latest AnyIO, used underneath 🚀
github.com/fastapi/asyn...
GitHub - fastapi/asyncer: Asyncer, async and await, focused on developer experience.
Asyncer, async and await, focused on developer experience. - fastapi/asyncer
github.com
October 1, 2025 at 12:35 PM
New Asyncer release, 0.0.9 🔖
This is the tool you would use to easily mix async and blocking code 🔄
@oxykodit.bsky.social just fixed support for the latest AnyIO, used underneath 🚀
github.com/fastapi/asyn...
This is the tool you would use to easily mix async and blocking code 🔄
@oxykodit.bsky.social just fixed support for the latest AnyIO, used underneath 🚀
github.com/fastapi/asyn...
Reposted by Sofie Van Landeghem
Quick Typer release 0.18.0 (and 0.17.5) with compatibility for the latest Click just released 🐛
Thank you @oxykodit.bsky.social for the fast discovery, analysis, and fix! 🙌
github.com/fastapi/typer
Thank you @oxykodit.bsky.social for the fast discovery, analysis, and fix! 🙌
github.com/fastapi/typer
GitHub - fastapi/typer: Typer, build great CLIs. Easy to code. Based on Python type hints.
Typer, build great CLIs. Easy to code. Based on Python type hints. - fastapi/typer
github.com
September 19, 2025 at 7:39 PM
Quick Typer release 0.18.0 (and 0.17.5) with compatibility for the latest Click just released 🐛
Thank you @oxykodit.bsky.social for the fast discovery, analysis, and fix! 🙌
github.com/fastapi/typer
Thank you @oxykodit.bsky.social for the fast discovery, analysis, and fix! 🙌
github.com/fastapi/typer
Reposted by Sofie Van Landeghem
I've always wanted this, a Github action that flags PRs that received a merge conflict due to a recent merge into master/main. Yay! More merge conflicts to resolve! Fun times ahead!
September 1, 2025 at 2:54 PM
I've always wanted this, a Github action that flags PRs that received a merge conflict due to a recent merge into master/main. Yay! More merge conflicts to resolve! Fun times ahead!
Reposted by Sofie Van Landeghem
𝗦𝘂𝘀𝘁𝗮𝗶𝗻𝗮𝗯𝗶𝗹𝗶𝘁𝘆 𝗶𝗻 𝗼𝗽𝗲𝗻 𝘀𝗼𝘂𝗿𝗰𝗲 𝗶𝘀𝗻'𝘁 𝗮𝗯𝗼𝘂𝘁 𝗰𝗼𝗱𝗲. 𝗜𝘁'𝘀 𝗮𝗯𝗼𝘂𝘁 𝗰𝗮𝗿𝗲.
Open source projects don’t fail because of bad technology.
They fail because contributors burn out, communities fracture, or energy fades.
Technical debt matters.
Open source projects don’t fail because of bad technology.
They fail because contributors burn out, communities fracture, or energy fades.
Technical debt matters.
August 31, 2025 at 3:30 AM
𝗦𝘂𝘀𝘁𝗮𝗶𝗻𝗮𝗯𝗶𝗹𝗶𝘁𝘆 𝗶𝗻 𝗼𝗽𝗲𝗻 𝘀𝗼𝘂𝗿𝗰𝗲 𝗶𝘀𝗻'𝘁 𝗮𝗯𝗼𝘂𝘁 𝗰𝗼𝗱𝗲. 𝗜𝘁'𝘀 𝗮𝗯𝗼𝘂𝘁 𝗰𝗮𝗿𝗲.
Open source projects don’t fail because of bad technology.
They fail because contributors burn out, communities fracture, or energy fades.
Technical debt matters.
Open source projects don’t fail because of bad technology.
They fail because contributors burn out, communities fracture, or energy fades.
Technical debt matters.
Reposted by Sofie Van Landeghem
Here's a quick bug fix Typer release, 0.16.1 🐛
Thanks @oxykodit.bsky.social! 🙌
github.com/fastapi/typer
Thanks @oxykodit.bsky.social! 🙌
github.com/fastapi/typer
GitHub - fastapi/typer: Typer, build great CLIs. Easy to code. Based on Python type hints.
Typer, build great CLIs. Easy to code. Based on Python type hints. - fastapi/typer
github.com
August 18, 2025 at 7:21 PM
Here's a quick bug fix Typer release, 0.16.1 🐛
Thanks @oxykodit.bsky.social! 🙌
github.com/fastapi/typer
Thanks @oxykodit.bsky.social! 🙌
github.com/fastapi/typer
Reposted by Sofie Van Landeghem
One of the most underrated players in AI models, IBM, released 2 new extremely efficient embedding models: granite-embedding-english-r2 & granite-embedding-small-english-r2, commercially viable.
Details in 🧵:
Details in 🧵:
August 18, 2025 at 10:33 AM
One of the most underrated players in AI models, IBM, released 2 new extremely efficient embedding models: granite-embedding-english-r2 & granite-embedding-small-english-r2, commercially viable.
Details in 🧵:
Details in 🧵:
Reposted by Sofie Van Landeghem
How can we better understand how models make predictions and which components of a training dataset are shaping their behaviors? In April we introduced OLMoTrace, a feature that lets you trace the outputs of language models back to their full training data in real time. 🧵
June 30, 2025 at 5:37 PM
How can we better understand how models make predictions and which components of a training dataset are shaping their behaviors? In April we introduced OLMoTrace, a feature that lets you trace the outputs of language models back to their full training data in real time. 🧵
ChatGPT telling me it's giving me a **curated** list is giving me the creeps.
June 27, 2025 at 4:14 PM
ChatGPT telling me it's giving me a **curated** list is giving me the creeps.
Reposted by Sofie Van Landeghem
Here's FastAPI 0.115.14 🚀
@patrick.wtf fixed support for unions of @pydantic.dev models in Form data. 🐛🎉
(This will make it easier to implement single sign-on 😉)
github.com/fastapi/fast...
@patrick.wtf fixed support for unions of @pydantic.dev models in Form data. 🐛🎉
(This will make it easier to implement single sign-on 😉)
github.com/fastapi/fast...
GitHub - fastapi/fastapi: FastAPI framework, high performance, easy to learn, fast to code, ready for production
FastAPI framework, high performance, easy to learn, fast to code, ready for production - fastapi/fastapi
github.com
June 26, 2025 at 3:34 PM
Here's FastAPI 0.115.14 🚀
@patrick.wtf fixed support for unions of @pydantic.dev models in Form data. 🐛🎉
(This will make it easier to implement single sign-on 😉)
github.com/fastapi/fast...
@patrick.wtf fixed support for unions of @pydantic.dev models in Form data. 🐛🎉
(This will make it easier to implement single sign-on 😉)
github.com/fastapi/fast...
Reposted by Sofie Van Landeghem
Here's FastAPI 0.115.13 with a bunch of bug fixes and tweaks 🎁
Special thanks to Yurii for all the work handling discussions and PRs! 🙌
github.com/fastapi/fast...
Special thanks to Yurii for all the work handling discussions and PRs! 🙌
github.com/fastapi/fast...
GitHub - fastapi/fastapi: FastAPI framework, high performance, easy to learn, fast to code, ready for production
FastAPI framework, high performance, easy to learn, fast to code, ready for production - fastapi/fastapi
github.com
June 17, 2025 at 12:59 PM
Here's FastAPI 0.115.13 with a bunch of bug fixes and tweaks 🎁
Special thanks to Yurii for all the work handling discussions and PRs! 🙌
github.com/fastapi/fast...
Special thanks to Yurii for all the work handling discussions and PRs! 🙌
github.com/fastapi/fast...
Reposted by Sofie Van Landeghem
We’ve just made it even easier to build with our open models and datasets ✨
What’s in our docs platform?
⚙️ Setup instructions
🚀 Hosting + deployment
⭐ Integration examples
⚡ Optimization tips
What’s in our docs platform?
⚙️ Setup instructions
🚀 Hosting + deployment
⭐ Integration examples
⚡ Optimization tips
June 10, 2025 at 6:56 PM
We’ve just made it even easier to build with our open models and datasets ✨
What’s in our docs platform?
⚙️ Setup instructions
🚀 Hosting + deployment
⭐ Integration examples
⚡ Optimization tips
What’s in our docs platform?
⚙️ Setup instructions
🚀 Hosting + deployment
⭐ Integration examples
⚡ Optimization tips
Data doesn't lie, but it can mislead!
At PyCon Italia 2025, I gave a keynote about how to ensure integrity of your ML applications by inspecting your data, developing good baselines and interpreting your performance numbers.
Slides: speakerdeck.com/sofievl/2025...
Video: youtu.be/qXx-4m-Z0q4?...
At PyCon Italia 2025, I gave a keynote about how to ensure integrity of your ML applications by inspecting your data, developing good baselines and interpreting your performance numbers.
Slides: speakerdeck.com/sofievl/2025...
Video: youtu.be/qXx-4m-Z0q4?...
2025-05-31-pycon_italia
Keynote given at PyCon Italia 2025: https://2025.pycon.it/en/keynotes/data-doesnt-lie-but-it-can-mislead-how-to-ensure-integrity-of-your-machine-learnin…
speakerdeck.com
June 3, 2025 at 10:14 AM
Data doesn't lie, but it can mislead!
At PyCon Italia 2025, I gave a keynote about how to ensure integrity of your ML applications by inspecting your data, developing good baselines and interpreting your performance numbers.
Slides: speakerdeck.com/sofievl/2025...
Video: youtu.be/qXx-4m-Z0q4?...
At PyCon Italia 2025, I gave a keynote about how to ensure integrity of your ML applications by inspecting your data, developing good baselines and interpreting your performance numbers.
Slides: speakerdeck.com/sofievl/2025...
Video: youtu.be/qXx-4m-Z0q4?...
Looking forward to presenting my keynote tomorrow at PyCon Italia. If you're into data and/or Formula One, come join at 5PM ! @pyconit.bsky.social
Sofie Van Landeghem, our next PyCon Italia 2025 keynoter!
ML & NLP engineer with 20 yrs of experience in ML across pharma and food industries. Contributes to open-source and runs OxyKodit, building custom NLP solutions with a focus on quality.
2025.pycon.it/keynotes/dat...
ML & NLP engineer with 20 yrs of experience in ML across pharma and food industries. Contributes to open-source and runs OxyKodit, building custom NLP solutions with a focus on quality.
2025.pycon.it/keynotes/dat...
May 30, 2025 at 8:08 AM
Looking forward to presenting my keynote tomorrow at PyCon Italia. If you're into data and/or Formula One, come join at 5PM ! @pyconit.bsky.social
Reposted by Sofie Van Landeghem
I’ll give a talk about @pydantic.dev AI and Logfire today 12:25 at @pyconit.bsky.social 🙏
May 29, 2025 at 7:43 AM
I’ll give a talk about @pydantic.dev AI and Logfire today 12:25 at @pyconit.bsky.social 🙏
Reposted by Sofie Van Landeghem
Every now again it’s useful to repeat advice about accessing papers that are behind a paywall that excludes you. Email the author. My estimate is that 90% of academics are so thrilled that a living, breathing, possibly even reading, person shows interest that they will swiftly send you a copy.
May 3, 2025 at 1:44 PM
Every now again it’s useful to repeat advice about accessing papers that are behind a paywall that excludes you. Email the author. My estimate is that 90% of academics are so thrilled that a living, breathing, possibly even reading, person shows interest that they will swiftly send you a copy.