Breathe In AI Series – Raghu Tirnellai's blog

ML based Scalable Bioinformatics cronjob for Computational Drug Discovery

Objective : The aim of this post is to create a scheduled job that can run on big data from the Chembl database on a nightly basis and generate useful reports and graphs that can be used by researchers for further detailed analysis and discovery of new drugs. Architecture : This job is based uponContinue reading “ML based Scalable Bioinformatics cronjob for Computational Drug Discovery”

Data Analysis of COVID-19 outbreak using matplotlib and fbprophet

The purpose of this blog post is to perform a data analysis of the COVID-19 outbreak, arrive at some charts and perform some forecasting for the near future. Install Python and Jupyter Notebook to Windows 10 (64 bit) Download Python 3.7.4 or latest from “https://www.python.org/downloads/release/python-374/” url Choose and select “x86–64 executable installer” for Windows 10–64 bit computerContinue reading “Data Analysis of COVID-19 outbreak using matplotlib and fbprophet”

Glaucoma, Cataract and Retina Disease Detection

Using TensorFlow based model using CustomVision (Azure Cognitive Services) Synopsis Globally more than 1 billion people are affected by vision impairment or blindness due to unaddressed cataract (65.2 million), glaucoma (6.9 million), retina disease (3 million). Proposed here is the development of an AI based system using Azure Cognitive Services CustomVision tool to predict theContinue reading “Glaucoma, Cataract and Retina Disease Detection”