Covid-19 Predictor

@NishkarshRaj @krannaut @rishabhnegi22 @megharawat3

Create the Model from Scratch

See Metrics of the Model

Perform Prediction with Trained Model

Seldon Rest API

Do it Yourself: ModelDB x MLflow Workflow for End-to-End MLOps Pipeline

Tools

AIOps Pipeline

Plan of Action

Backlog

• Create GitHub Repository
• Build Covid Predictor Model using PyTorch
• Implement Predictor for the Model
• Implement Model Metrics Detector
• Expose the Predictor as Rest Endpoint using Seldon
• Create a ModelDB x MLflow AIOps Pipeline for onboarding the model

References

• Pre-Trained Model
• Covid Dataset

License

Open Source under MIT License