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Naveed A.

@naveed576

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Scientific Researcher with PhD in Machine Learning

$10 USD / Hour

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Pakistan (6:00 AM)

Joined on December 27, 2009

$10 USD / Hour

Experienced researcher with a demonstrated history of working in the higher education industry. Skilled in Computer Vision, Machine Learning, Machine Vision, Big Data Analytics, Apache Spark, Deep Learning, Hadoop, and Artificial Intelligence (AI). Strong research professional with a Doctor of Philosophy - PhD focused in Computer Science. My core skills are research, scientific editing, science writing, data analysis, and science consulting. My research is focused in the field of Machine Vision, but I have a broad interest in related scientific fields such as Image Processing, Video Processing, Signal Processing and Data Science. I have published high impact articles/conference proceedings (see below) and as both an author and peer-reviewer in computer science journals, I know what works and what does not. I can also take a project from scratch and then move on to initial study design, algorithm development, statistical analysis, and finalizing a report or article. I always make sure that the project is in a very good shape, whether it's in the initial design stages or final editing phase.

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Experience

Researcher

May, 2019 - Present

7 years, 1 month

Comsats University

May, 2019 - Present

7 years, 1 month

Researcher- I am currently working with Comsats University. I am involved in a number of teaching and research activities including development and delivery of materials as well as submission of scientific research papers and funding proposals.

May, 2019 - Present

7 years, 1 month

Research Associate

Sep, 2014 - Feb, 2019

4 years, 5 months

University of Derby, UK

Sep, 2014 - Feb, 2019

4 years, 5 months

I worked with the University of Derby under a European Regional Development Funded project. I was responsible for carrying out research and development-based projects for a number of companies present at Derby including DevTank, Fishbone, and HubAutoID.

Sep, 2014 - Feb, 2019

4 years, 5 months

Research Assistant

Sep, 2010 - Aug, 2012

1 year, 11 months

Dalarna University

Sep, 2010 - Aug, 2012

1 year, 11 months

I worked on various research activities, I proposed and developed a novel computer method for the Classification of cause of impairment in spiral drawings. This computer method aimed to classify bradykinesia and dyskinesia into two distinct classes.

Sep, 2010 - Aug, 2012

1 year, 11 months

Education

University of Derby

2014 - 2019

5 years

Ph.D. (Computer Science)

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United Kingdom

2014 - 2019

5 years

Högskolan Dalarna

2010 - 2012

2 years

MS (Computer Engineering)

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Sweden

2010 - 2012

2 years

COMSATS Institute of Information Technology

2004 - 2008

4 years

BS (Computer Engineering)

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Pakistan

2004 - 2008

4 years

Qualifications

Postgraduate Research Skills Training

2012

Dalarna University, Sweden

Postgraduate Research Skills Training

2012

Academic English Skills Training

2015

University of Derby

Academic English Skills Training

2015

British Machine Vision Summer School

2016

Swansea University

British Machine Vision Summer School

2016

Publications

Deep learning hyper-parameter optimization for video analytics in clouds

IEEE Transactions on Systems, Man, and Cybernetics: Systems. 49. (1). p. 253-264.

https://ieeexplore.ieee.org/document/8386680

Cloud-based video analytics using convolutional neural networks

Software - Practice and Experience. 49. (4). p. 565-583.

https://onlinelibrary.wiley.com/doi/abs/10.1002/spe.2636

Cloud-based scalable object detection and classification in video streams

Future Generation Computer Systems. 80. p. 286-298.

https://www.sciencedirect.com/science/article/abs/pii/S0167739X17301929

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