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Certifications
balakrishnamadu1 has not earned any certificates yet.
Work Experience
Senior Software Engineer
DBS Bank•  June 2022 - Present
Working in compute framework developer. Technologies used here are Python, NodeJS, typescript, Docker, OpenShift and many more
principal engineer
Noodle.ai•  May 2021 - March 2022
Own and drive module end to end, from data collection to deployment Provide support and guidance to the team for any customer related queries Provide technical guidance to the team in all phases of the use-case life cycle Lead technical conversations and discussions with the customer and internal stakeholders Accessing data from different file storage systems including AWS S3, Azure Blob, local and HDFS by utilizing complex design patterns Executing pre-processing framework and crafting data pipelines for using ML models Overseeing and fine tuning the pipelines to enhance the performance of the system
Senior Software Engineer
Nokia Networks•  October 2016 - April 2021
o Designed and developed a machine learning Tuning tool in Python to determine the best parameters to be substituted in a Logistic Regression formula that computes the Customer Experience Index (CEI) if given various network KPIs as inputs o Computing accuracy and building ML models o Exploring Data (Exploratory data analysis) and identify new KPI’s o Executed various methods including data fusion and machine learning and improved the accuracy of distinguished right rules from potential rules
Education
Sri Krishnadevaraya University
Computer Science, B.Tech•  June 2007 - April 2010
Loyola polytechnic college
Computer Science, BE•  June 2004 - April 2007