Sourabh Mane

- Assist to develop strategies for digital transformation in industrial processes - Planning and development of a web application for managing users and industrial data, and building API’s for delegating its access to other applications. - Deployment of web application using AWS - Analysis of data from an organization’s MES system’s to improve the production process

• Investigation of state of the art reinforcement algorithms to solve the POMDPs in production systems • Experimentation with deep reinforcement learning on flexible and understandable environments to find the best approach. • Study of applicability, robustness and effectiveness for each approach • Use of open source libraries such as, openai-gym, stable-baseline, rlpyt, tensorflow and pytorch.

- Worked with EU ICQA Analyst Team to develop a web tool for assessing damaged goods in fulfillment centers across Europe - Main responsibilities: Prepossessing and analyzing data to derive meaningful results, developing a web portal using a Rails framework for visualization and root cause analysis of data - Setup of stored procedures for MySQL DB, and autoloading scripts in ruby to auto-update database of a web tool daily. - Deployment in beta and prod stages on AWS, and small group testing

• Worked on multiple oil & gas, process plants, and Engine power plants. • Experience in leading and managing small projects, interdisciplinary coordination and reviews • Writing scripts for customization and automation of PDMS 12.1 for saving time and efforts of a team

Inustry 4.0, Digitalization.