rakesh-racharla

AmazonReviews

Amazon Reviews extract R Function

Custom-Resume-Screener

Custom Resume Screening / Skill extractor - NER Model - Custom labelled, Trained and Saved NER Model

GsmArena

GsmArena R package

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.

rakesh-racharla/AmazonReviews

Amazon Reviews extract R Function

rakesh-racharla/Custom-Resume-Screener

Custom Resume Screening / Skill extractor - NER Model - Custom labelled, Trained and Saved NER Model

rakesh-racharla/GsmArena

GsmArena R package

rakesh-racharla/Keras-Tfserving-Conversion-Notebook

Jupyter Notebook that demonstrates the conversion of Keras Model to TFServing architecture

rakesh-racharla/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.

rakesh-racharla/Mlops-sklearn-Classification_model-scikit-learn

Python Project structure for MLops workflow, Data versioning and Configuration management

rakesh-racharla/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.

rakesh-racharla/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.

rakesh-racharla/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

rakesh-racharla/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.

rakesh-racharla/MLflow_Regression

rakesh-racharla/mlops_share

rakesh-racharla/mlopsdemo

Simple Mlops Workflow Demo

rakesh-racharla/Packaging-ML-Project-mlflow-MLproject

Packaging Machine Learning projects using mlflow's MLproject file

rakesh-racharla/Triv_share