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@mamtakulkarni
Detail-oriented data scientist with expertise in machine learning and AI.
I am a detail-oriented and results-driven Data Scientist with over 5 years of experience specializing in machine learning algorithms, data mining, and deep learning. My journey began with a Master of Technology in Automotive Electronics, which laid the foundation for my analytical skills and technical expertise. Throughout my career, I have consistently demonstrated my ability to provide actionable insights through data analysis and AI algorithm modeling, leading to significant operational improvements.
At Tata Elxsi, I spearheaded R&D initiatives that resulted in a 10% reduction in operational strategies. I developed complex machine learning models to support strategic decision-making and utilized advanced computer vision techniques to detect deviant behavior in signal boards. My experience at Tata Consultancy Services further honed my skills in developing cutting-edge AI products and implementing deep learning solutions for image and video processing. I am passionate about leveraging technology to solve real-world problems and continuously seek opportunities to innovate and improve processes.
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Work history, roles, and key accomplishments
Tata Elxsi
Dec 2021 - Dec 2024 (3 years)
Led R&D projects resulting in a 10% reduction in operational strategies. Developed complex ML models for strategic decision-making and utilized computer vision methods to detect deviant behavior in signal boards. Designed deep learning models for traffic sign classification in multiple languages.
Tata Consultancy Services
Nov 2019 - Jul 2021 (1 year 8 months)
Developed and implemented AI products focusing on image and video processing. Designed and deployed ML models to address real-world challenges and explored large datasets using R Studio.
Tata Consultancy Services
Dec 2013 - Jul 2015 (1 year 7 months)
Implemented various data mining algorithms and supervised a team of engineers in building a machine learning system for electric vehicle models. Enhanced productivity through optimized algorithms and predictive modeling.
Degrees, certifications, and relevant coursework
Master of Technology, Automotive Electronics
2015 - 2017
Master of Technology in Automotive Electronics, focusing on advanced technologies in automotive systems and electronics.
Bachelor of Engineering, Instrumentation Technology
2009 - 2013
Bachelor of Instrumentation Technology, covering principles of instrumentation and control systems.
Pre-University
2007 - 2008
Completed Pre-University education, focusing on foundational subjects necessary for higher education.
Secondary School
2000 - 2007
Completed Secondary School education, providing a strong foundation in basic education.
Software and tools used professionally
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