Rakesh Racharla's repositories
AmazonReviews
Amazon Reviews extract R Function
Custom-Resume-Screener
Custom Resume Screening / Skill extractor - NER Model - Custom labelled, Trained and Saved NER Model
Keras-Tfserving-Conversion-Notebook
Jupyter Notebook that demonstrates the conversion of Keras Model to TFServing architecture
Mlops-Mlflow-dvc-docker-ECR-AWS
Machine Learning Project which uses DVC for Data versioning, MLFlow for Experiment Tracking, ONNX & Docker file for packaging, Flask for API.
Mlops-sklearn-Classification_model-scikit-learn
Python Project structure for MLops workflow, Data versioning and Configuration management
Prometheus--Grafana-minikube-k8
Github Actions workflow for Installing Single node Kubernetes cluster - minikube on linux machine and setup Prometheus and Grafana for Monitoring the cluster resources.
pytorch-CI-Docker-Github-actions
ML project which is containerized using Docker, Trained with Pytorch & Tensorboard. Additional Github Actions can be added to the workflow file for pushing the Image to ECR/ GCR /Dockerhub.
pytorch-ML-CI-CD-github-actions
ML project using Pytorch & Tensorboard with Github Actions for CI/CD. Runs a Training job on local machine / A Github runner using github actions workflow
Unit-testing-Mlops-pytest-CI-dev
This repo replicates Mlops Unit Testing with "Testing" branch for running unit-tests and Development branch for Model Training, Using pytest and tox.
Packaging-ML-Project-mlflow-MLproject
Packaging Machine Learning projects using mlflow's MLproject file