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Oishi Poddar's Projects

covid-19_predictor icon covid-19_predictor

This project leverages machine learning to forecast the number of Covid-19 cases in India. The models used are linear regression, elastic net regression and multi-layer perceptron neural network.

nyc_airbnb icon nyc_airbnb

Udacity course project for ML Devops engineer nanodegree

sentence-scoring icon sentence-scoring

Research project to collect vital information from patent data using machine learning techniques.

value-stream-mapping-system icon value-stream-mapping-system

Designed and developed an application to analyze the value which each tool within a software production pipeline brings to enable product teams to speed up their work. Used REST APIs to gather data from tools like Jira, GitHub, Jenkins and Service Now and stored it in a MongoDB database. The backend scripts written in Python was used to fetch, aggregate and analyze the required data to find relations and inferences from it. Used Flask and React to render the application to the browser

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