Data geek @ml6team & @GoogleDevExpert for ML and GCP. Passionate about gaining insights from data - ML, NLP and Python
Ghent, Belgium
Joined January 2011
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Matthias Feys retweeted
Big release that got under the radar 📡📟: last week @ml6team released Fondant-25M: dataset of image-text pairs with a @creativecommons license
And that's just the tip: they are working on a 500M one 🤯
Blog: fondant.ai/en/latest/announc…
Dataset on 🤗 huggingface.co/datasets/fond…
Matthias Feys retweeted
Data preparation is going to be the #1 differentiator when it comes to Foundation Models.
Hence I've been involved in a new open-source project aimed at building & sharing reusable components for data preprocessing: github.com/ml6team/fondant
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Matthias Feys retweeted
building a company on large ML models is humorously closer to biotech than traditional software
- niche, shallow talent market
- long iteration times
- material capital requirements
- likely need an incumbent partner for distribution
Matthias Feys retweeted
Discover how #ApacheBeam's multi-language pipelines allow you to utilize various I/O connectors and transforms without needing to reinvent the wheel to your language of choice in this post from @ml6team
ow.ly/cWM550M8nfz
#datapipelines #python #java #expansionservice
Matthias Feys retweeted
October is going to be an eventful month for the @ml6team. Join us in one of the following events: hubs.la/Q01p3ZHb0
See you there ! #ml6 #accelerateintelligence #meetup #techtalks #events
Matthias Feys retweeted
Still haven't found the perfect valentine gift? Send your loved one a unique (free) love meme with your face embedded and remain in their heart always!
Link to the meme swap by Gener8 👉 hubs.la/Q0144pDj0
#gener8 #generativeai #ml6 #ml6team
Matthias Feys retweeted
Today, the #Connexion framework got a new community-owned home! 🏠 Proud to continue the work of @ZalandoTech and take over the regular maintenance of the project as part of the spec-first organization. #opensource #Engineering #github
After 6 years and 3.9k #GitHub stars, we are releasing Connexion, our #API-first #Python framework, to the #OpenSource community engineering.zalando.com/post…
Matthias Feys retweeted
Today is marked as #WorldCancerDay
#ML6 always looks for projects that bring social value. Thanks to the support of @VLAIO_be & flanders.healthTech we will push the current technical capabilities of leveraging data & #ML to improve and personalize prostate cancer treatment plans
Matthias Feys retweeted
Security doesn't have to look boring! 😴
Check out this blogpost on how we visualise our Cloud Armor logs and protect our #GoogleCloud infrastructure! 🛡️
To visualize #log4shell attacks, we built a live #threatmap on top of Google Cloud to detect and visualize #log4jexploits by using #cloudarmor. Learn the how and the why in this blogpost: hubs.la/Q011GtMp0 #log4jvulnerability
Matthias Feys retweeted
#2021wrapped ✨ We are happy to have grown our team with 33 new joiners, and are now set to serve even more customers with great technology across our 5 international markets. Thankful for what 2021 brought us, and hopeful that 2022 will bring us much more of that. #ml6
Explainability as key enabler for more impactfull AI projects. Why & how illustrated with use case examples: blog.ml6.eu/explainable-ai-b…
Based on the work by @DhruvBatraDB
#xai #explainability
Matthias Feys retweeted
ByT5 by @GoogleAI opens a lot of cool doors 🚪, such as correcting common #OCR mistakes 💡. Check out our finetuned model and a demo on @huggingface spaces: huggingface.co/spaces/ml6tea…
Matthias Feys retweeted
#OCR errors are a common side-effect when processing scanned documents 🔍🖨️. In our latest #NLProc blogpost, @simon_de_gheselle investigates the use of @GoogleAI’s #ByT5 to correct these errors 💡👆!
Full blogpost: hubs.la/Q010QBj60 #ml6 #transformers #huggingface
Matthias Feys retweeted
I noticed a weird thing about writing that if you’re trying to prove a point and use too many arguments (beyond 2-3) then it ends up coming off as weaker in aggregate. Is this a real thing?
Matthias Feys retweeted
To make an existing model more robust at test time: augment a single test image in many ways, finetune model so that predictions on augmented images "agree", minimizing marginal entropy. This is the idea behind MEMO (w/ Marvin Zhang & @chelseabfinn): arxiv.org/abs/2110.09506
🧵>
Matthias Feys retweeted
N°1 reason why you should always care about privacy: the rules may change.
@Stopvinger @ministryprivacy
This Post is from an account that no longer exists. Learn more
Matthias Feys retweeted
There’s something for everyone at I/O Extended UK & Ireland!
Anyone can RSVP → goo.gle/36MyQFI
🗓️ July 27 - AI/ML, Flutter, Cloud
🗓️ July 28 - AR/VR, Firebase, Web
🗓️ July 29 - Mobile/Android, UI/UX, DEI
Matthias Feys retweeted
A change I don't know if all developers are ready for is that over time, most/all code will be purely "boring" business logic at most companies, with the non business logic increasingly factored out into pure SaaS companies
Matthias Feys retweeted
I've decided to become a full-time individual contributor at HashiCorp and will no longer be an exec. This is something we've planned for years and I'm so happy HashiCorp is in a place to allow it to happen. Do what you love, not what others expect! ❤️ hashicorp.com/blog/mitchell-…
