Welcome to my GitHub profile! I am a third-year undergraduate student at IIT Gandhinagar, majoring in Computer Science and Chemical Engineering. With a passion for engineering and machine learning, I have a strong focus on Computer Vision and have worked on several groundbreaking projects.
- Actively involved in the ongoing development of RAMP-CNN, a novel neural network for enhanced automotive radar object recognition.
- Collaborated with a team to refine and optimize the neural network architecture to improve accuracy and efficiency for real-world applications in autonomous driving technology.
- Creating a system to measure engagement and inefficiency, like in retail queues, by analyzing video input with ROI coordinates.
- Outputting a timelapse video with stay durations for individuals in the ROI, enabling precise identification of wait times.
- Implemented encoder-decoder network for image compression on Fashion-MNIST dataset using Keras.
- Analyzed learned representations with t-SNE, emphasizing decoder's role in restoring data to original dimensions.
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B.Tech at IIT Gandhinagar (11/2021 - Present)
- Pursuing Dual Majors in Computer Science and Chemical Engineering
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Higher Secondary at DPS Ruby Park, Kolkata (04/2019 - 08/2021)
- Attained a 94.2% total aggregate in Higher Secondary.
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Secondary School at DPS Ruby Park, Kolkata (04/2011 - 03/2019)
- Achieved a 94.8% net aggregate in completing secondary education.
