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 --------------------------------------------------------------------- To unsubscribe, e-mail: general-unsubscr...@incubator.apache.org For additional commands, e-mail: general-h...@incubator.apache.org
