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$12 USD / hour
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dharwad,
india
$12 USD / hour
It's currently 3:33 AM here
Joined July 5, 2017
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Shahmustafa M.

@shahmustafa55

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$12 USD / hour
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dharwad,
india
$12 USD / hour
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Machine learning/Deep learning - Python

I am a qualified [login to view URL] postgraduate in VLSI System Design. I possess a comprehensive knowledge of Machine Learning and Deep Learning fundamentals. Possess rich domain knowledge with a comprehensive understanding of Convolutional Neural Network to complex networks like Faster-RCNN. I have worked on the application of machine learning algorithms to solve real-time problems. So far I have worked on following projects as a freelancer and full-time employee (Please do check my Linkin profile: [login to view URL]) - Processing the night time light raster images to find out inequality in particular geographical area.[Upwork] - Research and development of machine learning algorithms for industrial automation: Human Machine Interface (HMI) software and Train Integrated Management System (TIMS) of Mitsubishi Electric Developed PoC: ○ The tedious process of replicating the physical control panel objects into HMI screen design GTD software has been automated by deploying the object detection models(FPN, Faster-RCNN, ResNet) ○ Fault detection in TIMS by recognizing the patterns in the various analog and digital signals. CNN, FCN, and ResNet models are utilizing - Design and development of Intelligent Word Recognition (IWR) using computer vision technology - Design and development of Intelligent Word Recognition (IWR) using computer vision technology for processing health records - Development of RTL architecture of CNN for FPGA The research paper has been presented and published at the IEEE conference ICAECC-2018 under the title of “An Efficient CNN Architecture for Image Classification on FPGA Accelerator”. (URL:[login to view URL])
Freelancer
Python Developers
India

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Experience

Machine Learning Specialist

Freelance
Jan 2018 - Present
Working as a Freelance Machine Learning Specialist.

Software Engineer - Machine Learning

ABTS
Jul 2019 - Sep 2020 (1 year, 2 months)
Research and development of machine learning algorithms in the industrial automation sector: Human Machine Interface (HMI) GTD software and Train Integrated Management System (TIMS) of Mitsubishi Electric.

Software Engineer - Machine Learning

SD Tech
Dec 2018 - Jul 2019 (7 months, 1 day)
Worked as a ​ Software Engineer - Machine Learning, ​ the job profile includes the design and development of ​ Intelligent Word Recognition (IWR) ​ using computer vision technology.

Education

M.Tech. in VLSI System Design

Visvesvaraya Technological University, India 2015 - 2018
(3 years)

Publications

An Efficient CNN Architecture for Image Classification on FPGA Accelerator

IEEE
Image classification finds its suitability in applications ranging from medical diagnostics to autonomous vehicles. The existing architectures are computationally exhaustive, complex, and less accurate. An accurate, simple, and hardware efficient architecture is required to be developed for image classification. In this paper, Convolutional Neural Network (CNN) architecture has been proposed and validated using MNIST handwritten dataset.

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Top Skills

PCB Layout
Python
Electronics
Research
Excel

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