Deploy and serve my tensorflow estimator on Google Cloud

I have a deep learning model written in python in tensorflow framework. I have the following pipeline in place.

1. A dataflow pipeline using apache beam ([login to view URL])

2. A deep learning model (estimator) written in tensorflow framework.

3. A swagger api application that connects to exported model and serves predictions using REST.

The way its supposed to work is to that dataflow pre processes the data from one folder and saves it into another. Deep learning model trains on that data and saves its checkpoint files and exports itself into a packaged model. The Swagger app runs in App Engine picks up the packaged model and serves it over REST API.

Unfortunately, there are all in separate repos and are not connected to each other to work in synchronisation. I am in need of a developer who can connect everything together and make a proper readme file so I can modify it according to my needs later.

The developer should have experience in Google Cloud Platform and Tensorflow. However, all references and documentation will be provided.

The budget for this project is $70 USD.

Taidot: Google App Engine, Koneoppiminen, Python

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Tietoa työnantajasta:
( 73 arvostelua ) Leeds, United Kingdom

Projektin tunnus: #17426154

Myönnetty käyttäjälle:


Hi, I've checked your description of the project, and would be happy to help. I'm highly experienced in advanced Python, GC platform, ML/DL projects using TensorFlow and Keras. Let's chat, I'm available right now. Lisää

$70 USD 4 päivässä
(0 Arvostelua)

6 freelanceria on tarjonnut keskimäärin %project_bid_stats_avg_sub_26% %project_currencyDetails_sign_sub_27% tähän työhön


I have 3 years experience in data science field, I`m interested in large-scale data mining and machine learning, I have experience building really fast and accurate machine-learning and deep-learning models in Python. Lisää

$100 USD 3 päivässä
(32 arvostelua)

I have worked in python for 5 years. I have developed a mental health project expression recognition in python integration with android, natural language processing in python, regular expressions handling, development Lisää

$146 USD 3 päivässä
(10 arvostelua)

I've worked on batch streaming pipelines with Gcloud and REST APIs for serving my models as an endpoint, and your work is a piece of cake for me. Thanks. Best, Deb

$100 USD 3 päivässä
(2 arvostelua)

I have been working with tensorflow for a year, and have created scripts in Python that loads, retrains, and trains the model. I have also created a client-server model (Flask) specifically a REST API for making pre Lisää

$40 USD 7 päivässä
(0 arvostelua)
$65 USD 30 päivässä
(0 arvostelua)