Hi all, I'm Luke (https://www.linkedin.com/in/lukedz/), a co-founder of a very early startup. A manager of mine from a past life recommended kedro, so I am evaluating it to see whether it will make my current pipeline code more modular, robust, & scalable. I've worked as a data engineer for 11 years (since 2010). Am hoping that kedro is to data pipelines what react is to frontend development.

That react comparison is our unofficial mission statement

may be we should make it our official one 🤔

Welcome @User ! 11 years in the industry is HUGE! Id be interested in hearing how well kedro works for you and how it compares to other workflows you have had.

He's also know as @User professionally

Sure, let me know what channel/medium is best, happy to share. I needed to use a professional-only Discord to keep distractions at bay

Hello, guys. I am Mackson, I work as a Data Scientist in Brazil and I'm really liking the Kedro workflow, already tested kedro-mlflow. Came here to learn more about the best practices in the Kedro workflow.

Hello everyone, I'm João, a Data Scientist from Brazil as well. I've been integrating Kedro on my work and came here hoping to contribute to this amazing tool.

Hello community! My name is Huanyu (https://www.linkedin.com/in/alanhuanyuli/), a developer and data scientist living at Toronto, Canada. I have known Kedro since last year when a friend from McKinsey told me about it. As a data scientist at that time, I found we did not have a good place for students or junior practitioners to learn industry domain knowledge quickly by looking at domain experts' demo solutions (i.e. feature engineering, modelling). Among many formats to demonstrate those solutions (e.g. notebook), I found the modularized pipelines powered by Kedro was a great choice. The functioning prototype of the website was just launched and I'm still testing on it - please drop me a message if you want to learn more. Many thanks to the Kedro team for creating this great framework!

Would love to know more!

Sure! The prototype is currently being hosted here: http://dasosml.com and here you can find how Kedro demonstrated the pipelines beautifully for a modelling solution http://dasosml.com/projects/9/m/10/pipeline

Hello everyone! I am Aditya, from India. Looking forward to explore and contribute to the Kedro community.

This is awesome! I couldn't view on mobile last night - but really cool stuff. You may want to post a GitHub discussion under 'Show and Tell 🙌' to reach a wider audience!

Thanks! I haven't optimized it for the mobile end yet. I will check out the GitHub discussion.

Hello Kedro community, my name is Luca and i am a Data Scientist / ML Engineer in Vodafone Italy I was introduced to Kedro working with McKinsey and specifically to this community by Ivan Danov during a Q&A call! Cheers!

Dasosml.com

Hello friendly people, I'm Al from Austria, just joining the Kedro user community. My day job is doing data science projects, on weekends I study energy engineering, which brought me to Kedro when looking for a robust data pipelining solution. 😄 So get ready for some (stupid) questions from me, I might need some help to get started, but I hope to be giving back to others, when I have matured.

Hi! I just joined QB this Monday. Started exploring Kedro and was fascinated with the way it works. Looking forward to jumping back on the open-source bandwagon.

Greetings from the Dominican Republic! 🙂

Hi Kedro Community!! I'm Anna-Lea and discovering Kedro for the past weeks. I really like the concept and how "relatively" easy it works 🙂 Looking forwards to use it and implement it properly in our projects !!

Hi! I'm a data scientist newbie x), I loved the the peace of mind and professional vibe given by kedro in relation to managing my code,it takes a big weight off my shoulders, I hope that i'll be able to fully exploit it's capabilities in my future projects!

Hi Kedro Community ! I'm Amine, a data scientist working with Kedro for a few weeks now. So far, I'm really happy with it as it's a very robut solution and makes it easy to execute a data pipeline. Looking forward to extend my usage of Kedro by learning more about how orchestration works with Airflow and help newbies like me who are working with Kedro within an Azure environment 😀

Hey everyone! My name's Iñigo, I'm a data scientist in an energy company in Madrid 🇪🇸 My team has been using kedro for a couple of years. I joined a few months ago and have been really enjoying learning about Kedro, which I am also incorporating into my personal projects. Currently I am researching the best way to integrate advanced hyperparameter optimization libraries (Optuna) with MLFLow and Kedro!

Hi @inigohrey, the best way to extend it is probably using hooks https://kedro.readthedocs.io/en/stable/extend_kedro/hooks.html and build a plugin to share across projects.

Thanks! That's what I've been looking into and seems to satisfy our needs! Hadn't really considered building a plugin though, I will look into that 🙂

https://github.com/kedro-org/kedro/issues/1303 This is an issue that some user is working on some plugin with

optuna

Welcome @inigohrey! If you're looking into using the full suite of MLFlow features then perhaps

kedro-mlflow

developed by @Galileo-Galilei will be great for your workflow! You'll find the team in #908346260224872480. And I've also spotted this article by our friends at Neptune about using

optuna

with Kedro: https://neptune.ai/blog/kedro-pipelines-with-optuna-hyperparameter-sweeps. They also use our experiment tracking functionality if you're looking for a lightweight application of that.

Hi Kedro community ! I’m Prince Canuma a Data Scientist at Neptune.ai. I’m here to help with any questions related to Neptune(and the Neptune-Kedro integration), experiment tracking, versioning datasets, registering models and more.

Hello Everyone! I'm Lorenzo, a PhD Student in Chemical and Material Science in Turin, Italy! I cover the data scientist role in my research group and I just embarked in the journey of learning Kedro to see howit could be integrated in our workflow! I'm more then a newbie in the field but I can't wait to start experimenting! Looking forward to what's ahead!

Hello everyone 👋, I'm Valentin, AI Engineer @ Gladia and I just discovered Kedro while working on a side project (aiming to create a deep learning based IDS). Having both experience in Software Engineering and Research in DL I must say that this tool looks promising 🚀