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Avinash Madhukar has work experience in various roles and organizations. Avinash is currently an Associate Software Engineer - Machine Learning at SirionLabs since November 2022. Prior to that, they worked as a Graduate Teaching Assistant at the National Institute of Technology, Andhra Pradesh from January 2021 to May 2022. Before that, they were a Software Engineer at Digicred Technologies from January 2018 to September 2018. Avinash also gained experience as a Project Trainee at the Indian Institute of Remote Sensing (IIRS), Indian Space Research Organization (ISRO) from May 2017 to August 2017, where they surveyed and formulated algorithms to predict biodiversity hotspots.

Avinash Madhukar completed their Bachelor of Technology (BTech) degree in Computer Science at UPES, from 2014 to 2018. Avinash then pursued a Master of Technology (MTech) degree in Computer Science and Data Analytics at the National Institute of Technology, Andhra Pradesh, from 2020 to 2022.

In addition to their formal education, Avinash also attained several certifications. In September 2022, they obtained a certification in Supervised Machine Learning: Regression and Classification from Coursera. In December 2021, they achieved certifications in Deep Learning and Natural Language Processing from NPTEL. As early as March 2016, Avinash earned a certification in "6.00.1x: Introduction to Computer Science and Programming Using Python" from MITx on edX.