Pratik Swain

Altum.ai projects :- #AVM(Automated Valuation Model) :- Developing a Regression model to accurately predict the house price. The Project includes my end to end task of data collection, data processing, creation of dataset for Machine learning, Training the model, Dockerezing the package and then deploying the model in cloud to create endpoint. #Ecovalue :- The project goal was to create a Regression model with monotonic constraint to see what impact the house price has upon changing the sustainable measures of the house. The Project includes my end to end task of data collection, data processing, creation of dataset for Machine learning, Training the model, Dockerezing the package and then deploying the model in cloud to create endpoint. Demo:-https://altum.ai/verduurzaming-data/ # Building CI/CD pipeline for the Machine learning models using elasticsearch, docker,Serverless and Bitbucket. Regression using Machine Learning Techniques Like Xgboost, Randomforest, GBoosting. Working experience with clustering algorithm like K-means and hierarchal clustering algorithm.