DevOpsChallenge

customersegmentation

A platform for

• Creating segments of users based on purchase behaviour
• Calculating LifeTime of users for future, with survival analysis.
• Deployment of platform using ci-cd, containerization, file management on cloud.

Wireframe and Architecture: https://docs.google.com/presentation/d/1ouG12b6goctJdt599LsgRO8idV4-Ht3NnukdODTFnuI/edit?usp=sharing

HLD: https://docs.google.com/document/d/14XNmvaK65v1eQfSxoSad96rF4hO3epauiOgO9j6uYWU/edit?usp=sharing

automl

A platform for training machine learning models on regression and classification.

Wireframe: https://github.com/AtufaShireen/inueronchallenge/blob/main/Automl%20wireframe.pdf

Architecture: https://github.com/AtufaShireen/inueronchallenge/blob/main/automl%20architecture.pdf

LLD: https://github.com/AtufaShireen/inueronchallenge/blob/main/LLD%20AUTOMLOPS.pdf