Image Recognition - Eye for Blind
Machine was trained on given 40k images and then model was built. Images were encoded - Attention model was applied and decoded. Predicted caption was converted to mp3 with the help of gtts.
Telecom Churn Prediction - Machine Learning Algorithm
Churning prediction ML model assists the telecom industry to change the strategy towards the churning customers. A huge subscribers drop was noticed by a telecom industry, which led a consolidated loss of ₹ 7,218.2 crore to that telecom giant. Study found that retention is 50% less costly than getting a new customer, which makes flagging of churning customer more crucial.
Python Web Application - Hypertension Status Prediction
Python web application was developed using flask with 70,000 subject data to predict the Hypertension status with the help of demographic and lifestyle details
IMDb Movie Analysis - Web Scrapping and Analysis
A web scrapping was done to retrieve the data from IMDB website. It was found that romance genre has been voted the least from the top 1000 voters ,Sci-Fi is the most popular amongst the top 1000 voters.