Vinay Kumar
@vinaykumar7
Passionate data science enthusiast eager to tackle industry challenges.
IndiaWhat I'm looking for
I am a dedicated data science enthusiast with a strong foundation in mathematics, programming, and data analysis. Currently pursuing a BS in Data Science and Engineering from the Indian Institute of Science Education and Research, I am eager to apply my skills in real-world scenarios. My academic journey has equipped me with the knowledge and tools necessary to make a meaningful impact in the field of data science.
During my internships, I have successfully implemented advanced models, such as the Superpoint Transformer for 2D point cloud data, achieving impressive accuracy in greenery segmentation. My research experience at IIT Patna involved developing a new model for multi-subject activity recognition, which significantly improved accuracy in various tests. I am committed to continuous learning and contributing to advancements in data science.
Experience
Work history, roles, and key accomplishments
Data Science Intern
SimDaas Autonomy Private Ltd.
Jan 2024 - Feb 2024 (1 month)
Implemented Superpoint Transformer on 2D point cloud data, achieving 95% accuracy in greenery segmentation for automated fertilizer application.
Junior Research Fellow
IIT Patna
Sep 2023 - Nov 2023 (2 months)
Developed a new model for multi-subject activity recognition using Channel State Information data, enhancing accuracy in proximity and coarse tests by 1% and 8% respectively.
Image Processing Intern
Unknown
May 2023 - Nov 2023 (6 months)
Optimized a pretrained object detection model for Indian buildings and integrated Google Bard API for text correction, enhancing model accuracy.
Education
Degrees, certifications, and relevant coursework
Indian Institute of Science Education and Research
Bachelor of Science, Data Science and Engineering
2020 - 2024
Grade: 6.46/10
Pursuing a Bachelor of Science in Data Science and Engineering, focusing on mathematics, programming, and data analysis. Achieved a CPI of 6.46/10, equivalent to 64.6%.
B.D. Public School
All India Senior Secondary Examination, Science with Math
2017 - 2019
Grade: 86.5%
Completed All India Senior Secondary Examination with a focus on Science and Mathematics, achieving a percentage of 86.5%.
Himalayan Public School
All India Secondary Examination, Secondary Education
2015 - 2017
Grade: 10/10
Completed All India Secondary Examination with a perfect CGPA of 10/10.
Availability
Location
IndiaAuthorized to work in
Job categories
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