Mamta kulkarni
@mamtakulkarni
Detail-oriented data scientist with expertise in machine learning and AI.
What I'm looking for
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.
Experience
Work history, roles, and key accomplishments
Specialist
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.
IT Analyst
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.
Senior Engineer
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.
Education
Degrees, certifications, and relevant coursework
Amrita Vishwa Vidyapeetham
Master of Technology, Automotive Electronics
2015 - 2017
Master of Technology in Automotive Electronics, focusing on advanced technologies in automotive systems and electronics.
BVB College of Engineering and Technology
Bachelor of Engineering, Instrumentation Technology
2009 - 2013
Bachelor of Instrumentation Technology, covering principles of instrumentation and control systems.
J.T. College
Pre-University
2007 - 2008
Completed Pre-University education, focusing on foundational subjects necessary for higher education.
Vidyadaan School
Secondary School
2000 - 2007
Completed Secondary School education, providing a strong foundation in basic education.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Job categories
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