Vivek Singh
About Vivek Singh
Vivek Singh is a Senior Data Scientist at STL - Sterlite Technologies Limited, where he has worked since 2019. He holds a Bachelor of Technology in Mechanical Engineering from the Indian Institute of Technology, Kharagpur, and has experience in root cause analysis and control system optimization.
Work at Sterlite Technologies
Vivek Singh has been employed at Sterlite Technologies Limited (STL) as a Senior Data Scientist since 2019. In this role, he focuses on data-driven solutions and optimization techniques. His work involves developing and implementing advanced data models to enhance operational efficiency and product quality. He has contributed to projects that leverage machine learning and data analytics to address complex challenges in the telecommunications sector.
Previous Experience at National Taiwan University of Science and Technology
In 2018, Vivek Singh worked as a Research Assistant at the National Taiwan University of Science and Technology for a duration of two months. During this time, he engaged in research activities that contributed to his understanding of data science and engineering principles. This experience provided him with a foundation in academic research methodologies.
Experience at NeoAero
Vivek Singh served as a Control System Engineer at NeoAero for four months in 2019. His responsibilities included designing and implementing control systems, which enhanced his practical skills in engineering applications. This role allowed him to apply theoretical knowledge in real-world scenarios, furthering his expertise in control systems.
Education and Expertise
Vivek Singh completed his Bachelor of Technology (BTech) in Mechanical Engineering at the Indian Institute of Technology, Kharagpur from 2015 to 2019. His education provided a strong technical foundation in engineering principles, which he has applied throughout his career in data science and control systems. His academic background supports his analytical skills and problem-solving abilities in various engineering contexts.
Achievements in Data Science
Vivek Singh has achieved significant milestones in his data science career. He conducted root cause analysis for fiber coating defects and successfully modified the relationship between coating pressure and fiber draw speed. His implementation of adaptive data-driven control in Python and Matlab led to a 25% reduction in scrap, earning him a star performer award. Additionally, he developed a proof of concept for model-free tracking control of an optical drawing process using deep reinforcement learning in collaboration with MIT.