Hình đại diện của iqbalnaved
@iqbalnaved
Làm thành viên từ Ngày 21 tháng 05 năm 2008
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iqbalnaved

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Experienced developer in the field of data science/machine learning. Have several years of experience in different offshore and local software companies in developing applications in varied platforms. Was involved with IUB's Computer Vision and Cybernetics Research Group to develop algorithms to handle computer vision and pattern recognition problems. Worked as a consultant for a US predictive analytics company to develop a production ready predictive analytics solution.
$20 USD/hr
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Portfolio

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Trải nghiệm

Consultant Product Development Enginee

Feb 2013 - Aug 2014 (1 year)

Work involved developing a production ready predictive system.

Teaching Assistant

Feb 2010 - May 2012 (2 years)

Work involved taking tutorial and lab classes, marking quizzes and assisting my supervisor Dr. Ashraful Amin (Asst. Prof., SECS, IUB) in administrative tasks. List of courses for which I worked as a TA: CSC 101: Introduction to Computer Science (Autumn’10, Spring'11, Autumn'11) CSC 205: Programming Concepts (Spring’10, Autumn’10, Spring'11, Spring’12) MAT 102: Introduction to Linear Algebra and Calculus (Autumn’10) MAT 212: Probability and Statistics (Spring'11, Autumn'11, Spring’12) CSC 301: Automata and Computability (Spring’12) CSC 425: Artificial Intelligence (Autumn'11)

Research Assistant

Feb 2010 - Dec 2012 (2 years)

Worked under Dr. Ashraful Amin (Associate Professor, SECS, IUB) on topics related to computer vision and pattern recognition . Work involves - o Developing simulations in MATLAB. o Writing research papers for conferences, journal and encyclopedia . o Developing demo application in MATLAB . o Porting MATLAB prototype to C/C++ . o Porting MATLAB code to Java for small device implementation.

Software Engineer

Aug 2008 - Dec 2009 (1 year)

o Avarise LLC, NY, USA - Worked as a remote contractor. Worked on Zend Framework, Amazon Elastic Cloud Computing 2 & open source ERP systems. Involved in maintaining [login to view URL], developing Amazon EC2 API for ZF and writing technical documents for wiki.avarise.net. o NOBPAC Shipping LTD. Chittagong, Bangladesh - Developed a Shipping Document Management System facilitating smooth delivery of shipping documents from ship to shore office using PHP-MySQL. o Sheer Vantage Solutions, Dhaka, Bangladesh – Was involved in developing a rudimentary PHP framework and a web application for Bank Loan Application Management System

Sr. Developer

Feb 2006 - Jan 2007 (11 months)

Was involved in developing social networking web application, called [login to view URL] using WAMP/LAMP platform.

Software Engineer

Jan 2006 - Jan 2007 (1 year)

Was involved in developing outsourced web applications for US clients on LAMP/WAMP platform.

Asst. System Administrator

Feb 2005 - Jan 2006 (11 months)

Work included setting up, maintaining and configuring Linux (Red Hat Enterprise 3) and Unix (FreeBSD 6) based systems for different services such as DNS, web etc.

Giáo dục

Master of Science in Computer Science

2010 - 2012 (2 years)

Bachelor of Science in Computer Science

2000 - 2004 (4 years)

Bằng Cấp

Best Paper Award (2013)

IAENG International Conference on Imaging Engineering, Hong Kong

Received best paper award for the paper titled “Facial Authentication using Gabor Phase Feature Representations” at IAENG International Conference on Imaging Engineering, Hong Kong, 13-15 March, 2013.

Machine Learning (Statement of Accomplishment) (2011)

Coursera

Achieved Perfect score (Quiz: 80/80, Programming exercise: 800/800) on the first online course on Machine Learning of Stanford University conducted by Prof. Andrew Ng. Course duration Oct– Dec ,2011.

Các xuất bản

Face Recognition Accuracy of Gabor PhaseRepresentations at Different Scales and Orientations

Iqbal Nouyed, B. Poon, M. A. Amin, H. Yan "Face Recognition Accuracy of Gabor PhaseRepresentations at Different Scales and Orientations" IEEE International Conference on Machine Learning and Cybernetics, 2011([login to view URL])

Human Face Recognition Using Weighted Vote of Gabor Magnitude Filters

Iqbal Nouyed, M. Ashraful Amin, Bruce Poon, Hong Yan "Human Face Recognition Using Weighted Vote of Gabor Magnitude Filters", IEEE International Conference on Information Technology and Applications, Sydney, Australia, 2011 The ICITA 2011 Journal of Information Technology and Applications, Edition 1, pp. 3-8, ISSN 1839-0048, 2012 [login to view URL]

Face Authentication using Gabor Phase Feature Representations

Iqbal Nouyed, M. Ashraful Amin, Bruce Poon, Hong Yan “Face Authentication using Gabor Phase Feature Representations”, International MultiConference of Engineers and Computer Scientists, Hong Kong, 2013

Recent Advancements in Gabor Wavelet based Face Recognition

Iqbal Nouyed and M. Ashraful Amin, “Recent Advancements in Gabor Wavelet based Face Recognition”, Encyclopedia of IS&T, IGI-Global Publications, 3rd Edition, 2014.

Discriminating Characteristics of Gabor-Phase Face and an Improved Face Recognition System

Iqbal Nouyed, M. Ashraful Amin, Bruce Poon, Hong Yan “Discriminating Characteristics of Gabor-Phase Face and an Improved Face Recognition System”, International Journal of Machine Learning and Cybernetics (In Progress)

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