ABHINAV NARAYAN

Chicago, IL - ***** 248-***-**** adyhas@r.postjobfree.com https://www.linkedin.com/in/abhinavnarayan3/ SUMMARY

A passionate engineer with 2 years of experience in developing systems for signal and image analysis. Seeking internships or full time opportunities to enhance my skills in the electrical engineering industry EDUCATION

Illinois Institute of Technology, Chicago, IL Expected December 2024 Master of Science in Electrical Engineering

Relevant Courses: Introduction to Computer Networks, Image Processing, Wireless Communications design GPA: 3.66/4.0

VISVESVARAYA TECHNOLOGICAL UNIVERSITY, Karnataka, India - 560098 August 2016 - August 2020 Bachelor of Engineering in Electronics and Communication Relevant Courses: Signals and Systems, Digital Communication, Engineering Mathematics GPA: 3.0/4.0

SKILLS

PROGRAMMING LANGUAGES: Python, MATLAB, C, Verilog HDL, VHDL LIBRARIES: NumPy, SciPy, Matplotlib, OpenCV, Scikit-Image, Keras and TensorFlow DEVELOPER TOOLS: VS Code, Spyder, GitHub

EXPERIENCE

R & D Engineer

Ennoventure Inc, Karnataka, India April 2021 - September 2022

Collaborated in a team of 4 on research and development for following image registration systems - metal plates and caps, plastic canisters, and tablet foils. Each system had an efficiency of 99.9%

Improved image registration models performance by 90% by incorporating morphological filtering, segmentation, and HSV color space analysis for each system

Enhanced image registration model for laminated plastics by finding maximum rectangle in order to obtain region of interest. Overall efficacy of model: 100%

R & D Intern

Ennoventure Inc, Karnataka, India December 2020 - March 2021

Examined laminated plastic material images using Speeded Up Robust Features (SURF), and Scale Invariant Feature Transform (SIFT). Accuracy: 80%

Undergraduate Research Assistant

RNS Institute of Technology - Dept. of ECE, Karnataka, India August 2019 - August 2020

Led a team of 4 in analyzing BRATS '17/18 MRI datasets using Densely Connected Convolutional Neural Network (Dense-Net)

Achieved an accuracy of 99% for both high grade and low grade glioma datasets Undergraduate Research Assistant

RNS Institute of Technology - Dept. of mathematics, Karnataka, India - 560098 March 2018 - August 2018

Collaborated with Dr. Sampath Kumar and 3 team members to analyze noisy outer space images using alpha-centroidal mean filter

Recorded following results: Peak Signal to Noise Ratio: 21.5 dB, Mean Square Error: 0.074 PUBLICATIONS

Heron and Alpha-Centroidal Mean Filters with Exponential factors for Deep Space Images International Journal of Recent Technology and Engineering (IJRTE) ISSN: 2277-3878 Volume-9 Issue-1 May 2020

Earthquake Damage Prediction Using Random Forest and Gradient Boosting Classifier American Journal of Biological and Environmental Statistics Volume 6, Issue 3 September 2020

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