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This Project we take Data of the sensor in brake system used in Heavy Duty Vehicles and Detect whether the System Failure is because of APS or not using Machine Learning Model which can be continuously trained and used for Prediction. I have Created WebApp using FASTAPI and deployed on AWS EC2 as a Docker Image through ECR Repositories

Python 7.97% Jupyter Notebook 92.01% Dockerfile 0.02%
aws-s3 cicd docker ec2-instance ecr-repositories etl-pipeline fastapi github-actions kafka-streams mongodb

sensor-fault-detection's Introduction

Hi, I'm Darshan! ๐Ÿ‘‹

๐Ÿš€ About Me

I'm a Full Stack Data Scientist...

  • Completed my Bachelor of Engineering in Biomedical
  • Worked in the field of Healthcare sector as a CT Service Engineer for 3 years
  • Completed InsideAIML Course on Full Stack Data Science

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