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Build a serverless ML algorhytms for user engagement predictions

We need to build a solution that will calculate:

- The probability of a user opening a message over the next 7 days

- The probability of a user clicking a link within a message over the next 7 days

- The probability of a user opting out of messaging over the next 7 days

- The expected page views a user will generate over the next 30 days

- The expected order value if a purchase occurs in the next week

- The probability of a user making a purchase over the next 1, 7, or 30 days

- The total revenue from all predicted purchases over the next 30 or 365 days

The solution should utilize AWS serverless services, so we would not need to manage servers.

The solution should be multi-tennant as we have several thousands of customers that would use this.

Example data set will be provided.

IMPORTANT:

- you need to describe the tech stack / architecture in your proposal, or you wont be accepted

- you need to describe the costs of running the solution, or for eg. 10000 predictions

Skills: Amazon Web Services, Software Architecture, Machine Learning (ML), Predictive Analytics

About the Client:
( 1 review ) Praha, Czech Republic

Project ID: #33727896

35 freelancers are bidding on average €2607 for this job

AwaisChaudhry

Hi there, I have read the brief details on the job listing. You can check my experience, customer feed backs and my portfolio here: https://www.freelancer.com/u/AwaisChaudhry?w=f I believe its a doable job I have grea More

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AzzkaNoor

Greetings of the day. I have viewed your job description for building a serverless ML-based algorithms. I have 5+ years of experience in Machine Learning/AI development and I am confident that I can be the perfect fit More

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Colaninfotech

Hey Jan, I have some queries for you: 1. Would you like to develop this product as a SaaS model app? 2. What are the user roles you want to add? 3. Can we have a sample data? 4. Do you have any detailed document or w More

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saubhagyamweb

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techplusintl

Hi there, ★★★ Machine Learning (ML) / Python / C++ Expert ★★★ 10+ Years of Experience ★★★ I've read requirements and ready to build a serverless ML algorhytms for user engagement predictions. We are a team of professi More

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datascientist90

Based on the dataset you've I'm thinking to build a predictive machine learning model that is able to use past data to train and can predict the listed attributes. However, dataset is very crucial in these type of proj More

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ognjenstev00

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sajjadtaghvaeifr

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devstart1234

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vbtise

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vorasiddh4it

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irfanui

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ChiSquareX

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mohamedabdelall4

Hi, I am sure that I can do this job I'm machine learning engineer experienced in data science and Python programming. Feel free to contact me for further details. Thanks

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nycer847

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