But I have a question, Are these new podlings based on your previous project[1]? or other? Does it have specific projects?
[1] https://github.com/feast-dev/feast On Wed, Mar 22, 2023 at 10:11 AM Calvin Kirs <k...@apache.org> wrote: > > Hi Hao, > > I am interested in this project, if you need a champion or mentor, I can help. > > On Wed, Mar 22, 2023 at 3:24 AM Hao Xu <sduxu...@gmail.com> wrote: > > > > Dear ASF Community, > > > > I’m writing to propose a new project at Apache Software Foundation. A > > little bit about myself, I’m currently a senior software engineer in the > > Affirm ML Platform team (possibly switching soon), and have around 5 years > > experience in a couple startups, all working in the Data and Machine > > Learning infrastructure. > > Over the past few years I’ve seen a general pattern arising in many > > companies to build the ML infrastructure, especially on the feature store > > <https://www.featurestore.org/>. And I have built similar products across > > all my previous and current companies, including in-house solutions, using > > the 3rd-party vendor: https://www.tecton.ai/ <https://www.tecton.ai/>, open > > source project: https://github.com/feast-dev/feast > > <https://github.com/feast-dev/feast> and > > https://github.com/feathr-ai/feathr <https://github.com/feathr-ai/feathr>. > > But still those products are not able to well resolve the most important > > part of a feature store: transformation, or we can call it featurization. > > So I’m proposing a new podling project - Featurizer (name can change) to > > build an open source feature platform - aims to address the challenges of > > feature engineering in machine learning by developing a software framework > > that can automatically extract relevant features from raw data.It will > > provide a wide range of featurization algorithms that can be customized and > > combined to fit the specific needs of different applications. And by > > leveraging three types of features: request based real time feature, stream > > feature, and batch feature, the framework is supposed to run on different > > processor engines such as apache spark, Flink, Beam, or microservices etc. > > I’m still new to podling here, I did few contributions before but it’s the > > first time proposing a project. So I’m looking for suggestions, feedbacks, > > champions and mentors to help on starting the project. > > > > Thanks > > > > > -- > Best wishes！ > CalvinKirs -- Best wishes！ CalvinKirs --------------------------------------------------------------------- To unsubscribe, e-mail: general-unsubscr...@incubator.apache.org For additional commands, e-mail: general-h...@incubator.apache.org
