About sapna
I am a dedicated data science professional with industry experience in implementing image stitching algorithms, enhancing image clarity, and developing safety systems for parking through innovative algorithm design. Additionally, I've built multi-head models for ADAS features, improving detection accuracy and computational efficiency using vision transformer models.I enjoy traveling and reading to gain diverse perspectives. I am eager to take on new challenges and contribute to impactful projects in data science and data engineering. If you're looking for someone committed to learning and innovation, let's connect and create meaningful solutions together.You can connect with me at [email protected]
Key Skills
Experience
Machine Learning Engineer
CurrentImpelsys
Graduate Engineer Trainee (ai / Ml)
Pravaig Dynamics
I have worked on implementing image stitching algorithms, including feature matching and homography estimation, and applied image processing techniques such as distortion correction and noise reduction to enhance image clarity. I have also worked on designing a reverse guideline system that improved parking safety, implementing distance-based warnings, contributing to safer parking practices, achieving accurate vehicle trajectory predictions through innovative algorithm design. Additionally, I have worked on a comprehensive multi-head model that efficiently handled multiple ADAS features including enhancing detection accuracy using vision transformer models, streamlining ADAS processing, achieving greater computational efficiency
Intern
My Equation
Education
Indian Institute Of Technology, Madras
Accurate Institute Of Management, Greater Noida. India
Master Of Business Administration
Bharathiya Vidya Bhavans Vivekananda College Of Science, Humanities & Commerce
Bachelor Of Science
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Common Questions
What is sapna's expertise?
sapna specializes in ML Engineer - Bangalore, with expertise in big data analytics, business analytics, c, cloud computing, computer vision.
Where is sapna located?
sapna is based in bangalore, karnataka, india.
How much experience does sapna have?
sapna has 8+ years of professional experience.
How can I contact sapna?
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