Hello, I'm Prince
Experienced Software Engineer and researcher with a demonstrated history of working in the esteemed industry. Skilled in Machine Learning, Deep Learning, Computer Vision with python programming for automotive applications and Object Detection. Strong research professional with a Masters in Applied Science focused in Electrical and Electronics Engineering from University of Ottawa.
Prince Kapoor
A.I. Software Developer and Embedded System Engineer
Phone:
613-400-7650
Email:
engineer.princekapoor@gmail.com
EXPERIENCE
Jan, 2019 - Present
A.I. Software Engineer & Embedded System Engineer
SENSOR CORTEK INC.
Providing Smart Sensor Solutions for automotive vehicles using deep learning techniques. Designed various libraries for the purpose of radar data processing and model architecture designing. Experience in 3D-reconstruction to generate a 3D model from monocular cameras images.
Jan, 2016 - Dec, 2018
Research and Teaching Assistant
University of Ottawa
Design Deep Neural Network (DNN) solutions for object detection, pose estimation, person re-identification, and sensor fusion. Collaborated research with NXP semiconductors and other big ventures to design Convolutional Neural Network (CNN) model architectures for distinct computer vision applications. Proposed a conference paper, a research poster, and a master’s Thesis during the tenure of the job.
Assisting professors in conducting labs and exam correction.
Aug 2014 - Nov 2015
Production Engineer
RISCIN Technologies Pvt. Ltd.
Technical trainer for AVR and ARM family processors; worked on distinct products.
Field Engineer in the team of research and development of the company and worked on the Patent of the company.
EDUCATION
Jan 2016 - Aug, 2018
Master of Applied Science
UNIVERSITY OF OTTAWA
Learned expertise in deep learning and machine learning algorithms; published two conference papers based on object detection and shoulder key-point detection for computer vision applications.
2010-2014
Bachelors in Technology
Electronics and Communication Engineering
GURU NANAK DEV UNIVERSITY
grabbed basic knowledge about electronic circuit and gained professional experience in embedded software designing; apart from technical skills, participated in various extra-curricular activities which includes event organisation and management
2008-2010
High School Diploma
SWAMI SANT DASS PUBLIC SCHOOL
high school diploma with subjects including physics, chemistry, mathematics, English and computer-programming.
CLIENTS
SKILLS
Keywords:
Artificial Intelligence, Machine Learning, Deep Learning, Embedded Software Engineering
Programming Languages:
Python, C++, ROS, Embedded C, JAVA, Verilog
Expertise:
DNN Model Architecture Designing, data handling, data processing and 3D model designing
Platform Worked:
Tensorflow, Keras, Rasberry-PI, Jetson, Xavier, Windows, UBUNTU
Application Specific Expertise:
Radar Technology, Object Detection, Segmentation, Pose Estimation, Person Re-Identification, Sensor Fusion.
PUBLICATIONS
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Kapoor Prince, Et. Al. (2020). Deep Open Space Segmentation using Automotive Radar, International Conference on Microwaves for Intelligent Mobility, ICMIM 2020
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Kapoor, Prince Et. Al. (2019). How much real data do we actually need: Analyzing object detection performance using synthetic and real data. https://arxiv.org/abs/1907.07061
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Kapoor, Prince Et. Al. (2018). Deep People Detection: A Comparative Study of SSD and LSTM-decoder. 305-312. 10.1109/CRV.2018.00050.
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Prince Kapoor (2018). Shoulder Keypoint-Detection From Object Detection, https://ruor.uottawa.ca/bitstream/10393/38015/1/Kapoor_Prince_2018_thesis.pdf
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Prince Kapoor (2018). Shoulder Keypoint Detection from object Detection, Graduate Poster Competition, University of Ottawa, 2018, https://www.flickr.com/photos/uottawa-genie-engineering/41210590351/in/album-72157689474725000/