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Work Experience
Data Scientist - Assistant Manager
Piramal Finance Sales and Services Pvt Ltd• April 2021 - July 2022
Financial company, a leader in Medium and Small-scale Lending business in India, with ‘Digital at its Core’ as its agenda. • Managing analytics of 3 departments in Operations Vertical, developing Machine Learning solutions for internal and customer-centric reports for Business decisions. • Implemented a regression-based model to predict Attrition rate of Employees based on 60,000+ employees historic work data, achieving a 90% accuracy. • Performed Data Analytics of Customer Data and draw insights from 700,000+ Data, resulted in 10% Month on Month, business growth. • Created an API for mail triggering for sending daily reports, saving 1 hour of daily work time. • Automated backend Data marts updating for real time dashboards viewed by board members.
Junior Data Scientist
Radome Technologies and Services Pvt Ltd• June 2019 - March 2021
Innovative Start up located in Bangalore, which won the Start-up India challenge in 2019. Building Tech solutions. • Part of R&D team, which involved studying papers and build POC, and demo to the senior team and clients, achieved 80%+ accuracy. ● Developed an end-to-end Object Detection Application using the Tensorflow framework to detect a wide range of aircraft in real-time with 83% accuracy at 30 fps. ● Performed feature engineering such as feature intersection generating, feature normalization, and label encoding with Scikit-learn pre-processing, which resulted in improving the model accuracy by 10%. ● Created Predictive Modelling model to forecast using Statistical and regression-based model, achieved 83% accuracy. ● Lead the brainstorming sessions (Think Tank) for product development and features discussion.
Education
Arizona State University, Tempe
Computer Science, MS• August 2022 - Present
Vemana Institute of Techonology
Electrical Engineering, BE• June 2014 - August 2018
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