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List:       incubator-general
Subject:    =?UTF-8?Q?Re=3A_Seeking_ASF_Champion_for_a_New_ASF_=E2=80=9Cpodling=E2=80=9D?=
From:       Hao Xu <sduxuhao () gmail ! com>
Date:       2023-03-29 0:21:48
Message-ID: CAAjwk7Q_WnEKFBXTEV7XZLe9ZbOeSEUoyUex9gMQs+mSJpWosQ () mail ! gmail ! com
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Hi Calvin,
haven't heard back from you. What would be the next step to start
the project? thanks!

Best,
Hao

On Tue, Mar 21, 2023 at 7:23 PM Calvin Kirs <kirs@apache.org> wrote:

> 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 <kirs@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 <sduxuhao@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
>


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