Sivadurgaprasad Chinta

Experience

• 

  Indian Institute of Technology, Madras

  Jul 2015 - May 2019

  Research Scholar (PhD)
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  GyanData

  Jun 2019 - May 2020

  Research Scientist

  o Explored scope of hybrid particle swarm optimization (PSO) algorithm to solve parameter estimation problems.o Explored scope of machine learning approaches to design novel internal donors to support Ziegler-Natta catalysts system for propylene polymerization in a QSPR framework.o Lead a team of four members to forecast the demand of spare parts for aircrafts for Indian Navy as a part of IDEX challenge. Identifying an optimal procurement plan of various commodities for Indian Navy subjected to the constraints such as storage capacities, lead time and budget for procurement.o Mentored a team of data scientists from Robert Bosch on various machine learning projects that includes both image and text processing. Show less

• 

  Indian Institute of Technology, Madras

  Jun 2020 - Jan 2021

  Postdoctoral Researcher
• 

  Ericsson

  Jan 2021 - now

  Data Scientist

  o Worked on building an NLP based test case and test script recommender for reuse from an existing repo of business requirements, test cases and test scripts.o Worked on different anomaly detection problems on multi-variate data with seasonality.o Built a data driven solution for automation testing of the rest APIs using the swagger file.o Worked on a machine learning framework to identify the anomalies in cell performance and perform root cause analysis.o Worked on converting use cases from POC to production.o Exploring different Generative AI use cases for improving software testing efficiency.o Working on a security analytics project to identify rare incidents that potentially risk events. Show less