Software Engineer at Paytm | Ex Intern IIT Guwahati | Backend Development | Java | C++ | Node.js

Aniket Chaudhary  • Peerlist

Performed Exploratory Data Analysis using Python and Pandas on the data of customers of a bank that is seeking to investigate reasons for customer churn. Performed univariate and multivariate analysis to generate insights into possible reasons for customer churn and plotted graphs to illustrate these insights. Developed a classification model to predict a customer's churn probability given details like their gender, age, tenure with the bank and the number of products they own.

Bank Customer Churn Prediction

Developed a Machine Learning based web application to predict housing prices in Bangalore city given the choice of locality, property size, bedrooms, etc. Performed Exploratory Data Analysis using Python to get insights into the data and developed a Linear regression model for prediction.

Bangalore Housing Prices

Qualified into the semi-final stage of the national event mentored by TI University, AICTE, DST, and IIM-B.Employed 3D environment mapping techniques using ultrasonic sensors to help people with visual impairment navigate through their daily chores. Created a detailed technical plan and design for the proposed solution. Developed a go-to-market strategy for the product and explored possible distribution and marketing channels.