Project 4.0

• Project 4.0 - team assignment

• Click here to view the all architecture images in a handy PDF

• Click here to discover a detailed report about the entire setup

• Click here to view a live demo video of the final project

• September 2022 - Januari 2023

This project was a team assignment consisting of 2 AI (Artificial Intelligence) students, 2 APP students and 2 CCS (Cloud & Cybersecurity) students. Together with a real-life client called Vito, we had to design an AI product that was capable of identifing strawberries flowers in order to predict the crop size. My personal contribution included:

• Providing architectural design (the pictures presented)

• Create kubernetes templates for an Nginx server, AI server (Python-based) and API server (FastAPI, Python-based)

• Build a reliable DTAP (Development, Testing, Acceptance, Production) environment.

• Create docker templates for DTA environment in Okteto cloud, increasing development tremendously

• Build Nginx / webserver security by applying SSL-offloading in a kubernetes stack, with a load balancer and ingress controller, by providing a custom Let'sEncrypt pod providing automated encryption

• Github (actions) / GitLab automation templates including a GitLab image repository for automated deployment to Google Cloud

• FastAPI / API server setup, building custom APIs according to specifications provided by the APP students