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Oracle Cloud Hackathon North America Finalist - Use Kubenetes, Data Science, Kafka Streaming, Serverless Functions + API Gateway to offer package tracking and delivery prediction

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Owl-dy/DeliveryPrediction

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LIVE PACKAGE TRACKING PROJECT --- by NAATO

ABOUT THIS PROJECT

TEAM NAATO is a North America Finalist for Oracle Cloud Internal Hackathon. This project is a technical showcase a wide range of Oracle products, such as Kubenetes, Data Science, Kafka Streaming, Serverless Functions + API Gateway, and to offer package tracking and delivery prediction solutions.

TEAM MENBERS

  • Neal Friesenhahn
  • Adrien Lhemann
  • Tom Fu
  • Omer Fiazuddin

NAVIGATE REPO FOLDERS TO EVALUATE THE DIFFERENT CONPONENTS OF OUR PROJECT

  1. STREAMING FOLDER FOR PRODUCING STREAMING MESSAGES INTO ORACLE STREAMING SERVICE FROM OKE (ORACLE KUBERNETES CLUSTER)
  2. FRONT-END FOLDER FOR CONSUMING THE STREAM FROM OCRACLE STEAMING SERVICE AND CREATING A LIVE-PACKAGE TRACKING MAP AND CALLING APIS HOSTED IN ORACLE API GATEWAY FOR PACKAGE ONTIME PREDICTION MODEL
  3. CONSUMER FOLDER FOR CONSUMING THE STREAM AND INJECTING IT INTO AN ORACLE AUTONOMOUS DATABASE.
  4. DATA SCIENCE FOLDER FOR DETAILS ON HOW TO TRAIN A ONTIME DELIVERY MODEL

Architecture Diagram

alt text Click here to watch our promotion video

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Oracle Cloud Hackathon North America Finalist - Use Kubenetes, Data Science, Kafka Streaming, Serverless Functions + API Gateway to offer package tracking and delivery prediction

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