Dr. Malleswari Gelli's repositories
Industry-safety-detection-Object-detection-yolov7
Build End to End DL pipeline for computer vision: Object Detection with YOLOv7 and deploy to AWS EC2 with Docker, AWS ECR, CI/CD tool: GitHub actions
US_Visa_Approval_Prediction
Build End to End ML pipeline for USVisa prediction, deploy web App to AWS Ec2 instance using Docker, CI/CD with github actions
Bostonhousepricing_end_to_end_ML_application
Regression_Model_Price_prediction
Chest_Disease_Image_Classification_
Build end-to-end DL pipeline for computer vision (Image classification) for “Chest Disease Classification from Chest CT Scan Images” and deploy Flask web app to AWS EC2 with Docker and CI/CD tool: Jenkins
Deploy_MLmodel_AWS_EC2
Build end-to-end ML Regression pipeline for predicting student's performance (test scores) and deploy Flask App to AWS Elastic Beanstack usingCI/CD tool: GitHub Actions
Health_Insurance_Premium_Prediction
Health Insurance Prediction
NameEntityRecoginition
Build an end to end pipeline for Named Entity Recognition (NER) by a pretrained Huggingface transformer, BERT and deploy to google cloud platform using Docker, CI/CD tool: CircleCI.
Malaria_prediction_CNN_Transfer-learning_Flask
DL: End to End model deployment
ML-Wafer_Fault_Detection-CI_CD_Circleci_Heroku
ML_binary classification application, docker image created by circleci_deployed to Heroku container
QA_Information_Retrival_Application
Build Generative AI, custom Question/Answer or Information Retrival Application using LlamaIndex, Google Gemini
Real_Estate_House_Price_Prediction
Build end-to-end ML Regression pipeline for predicting housing price, deploy Flask app to cloud platform:Heroku with Docker, CI/CD tool: GitHub Actions