Nazabat Hussain

Postdoctor

Fakultet for teknologi, naturvitenskap og maritime fag
Institutt for mikrosystemer
Campus Vestfold ()
Nazabat Hussain is Postdoc Researcher Department Science, Maritime Studies and Microsystems at Universitetet i Sørøst Norge. He completed his MSc & PhD from Malaysia. His research emphasize in field including, 1) Electromagnetic wave theory. 2) EM based geophysical modeling [EM based geophysical inverse problem]. 3) Computational algorithms [Finite Difference, Finite Element, Wavelet based numerical method, Split- step Fourier transform method, Split step wavelet method for wave propagation]. 4) Artificial intelligence [face recognition, object detection and time sequence data], 5) Machine Learning, 6) Image processing [Microscopy and Fourier Ptychography], 7) Mobile app development (React-native & Node.JS), 8) Web development, 9) Wireless communication, 10) Embedded system and 11) Mathematical modeling [antenna wave theory and numerical modelling]. He has programming experience in MATLAB, Python, JavaScript (Node-Js, React Native, AngularJS, HTML, CSS, JSX)

Kompetanse

1) Electromagnetic wave theory.

2) EM based geophysical modeling [EM based geophysical inverse problem].

3) Computational algorithms [Finite Difference, Finite Element, Wavelet based numerical method, Split- step Fourier transform method, Split step wavelet method for wave propagation].

4) Artificial intelligence [face recognition, object detection and time sequence data],

5) Machine Learning,

6) Image processing [Microscopy and Fourier Ptychography],

7) Mobile app development (React-native & Node.JS),

8) Web development,

) Wireless communication,

10) Embedded system 

11) Mathematical modeling [antenna wave theory and numerical modeling].

Programming expertise in MATLAB, Python, JavaScript (Node-Js, React Native, AngularJS, HTML, CSS, JSX)  

CV

Qualification

1). PhD in Electrical & Electronic Engineering   [Fully funded scholarship from Universiti Teknologi PETRONAS]  
Department of Electrical & Electronics Engineering. University of Technology PETRONAS - Malaysia  
Mentor: AP Dr. Mohd Noh Karsiti, PROF DR Noorhana Yahya & PROF Dr. Varun Jeoti  
2). M.Sc. in Electrical & Electronic Engineering   [Fully funded scholarship from Universiti Teknologi PETRONAS]  
Department of Electrical & Electronics Engineering. University of Technology PETRONAS - Malaysia  
Mentor: AP Dr. Mohd Noh Karsiti & AP Dr. Zainul  
3). Bachelor of Engineering (B.Eng.) In Telecommunication
Department of Telecommunication Engineering. Allama Iqbal Open University Islamabad Pakistan 
Mentor: Associate Professor Abdul Hameed  
4). Diploma of Associate Engineering in Electronics
Swedish Institute of Technology Rawalpindi  
Punjab Board of Technical Education Lahore Pakistan  
5). Higher Secondary School Certificate (HSSC)
Government Satellite Town Degree College  
Board of Intermediate Education Rawalpindi - Pakistan  
6). Secondary School Certificate (SSC)
Government Denies Higher Secondary School  
Board of Intermediate Education Rawalpindi - Pakistan  
7). Diploma of Mobile Communication
Institute of Engineering and Technology  
Allama Iqbal Open University (AIOU) Pakistan

8)    Artificial Intelligence & Machine Learning Training by Trity Technology - Malaysia

  • Wavelet Transform Method and Neural Network.
  • Wavelets Based Numerical Analysis for Regression.
  • Finite Element Based Numerical Analysis for Regression.
  • Finite Difference Time Domain, Wavelet Optimized Finite Difference Method
  • Finite Difference Based Numerical Analysis for Regression.
  • Linear & Non Linear Models for Regression.
  • Introduction to Probability Theory and Statistics - Machine Perception.

Raspberry-Pi for Internet of Thing (IoT)   Trity Technology - Malaysia

  • Introduction to Raspberry Pi.
  • Setting up for Remote Access.
  • Networking in Raspbian.
  • Introduction to Python Programming.
  • Accessing GPIO via Linux Shell Script.
  • Accessing GPIO via Python.
  • Getting Input from Sensors.
  • Socket Programming on Python.
  • Controlling GPIO through on Python.
  • Controlling GPIO through the Network.
  • Pushing / Retrieving data to / from the Internet of Things

VHDL Training  Elvira - Malaysia

  • Introduction to VHDL, Advanced VHDL Design Techniques
  • The Quartus Prime Software: Foundation
  • Quartus Prime Software Analysis Design Series: Timing Analysis
  • Advanced Timing analysis with Time Quest,
  • Timing Closure with Quartus II Software
  • Performance Optimization with Stratic 10 Hyper-Flex Architecture
  • Advanced Optimization with Stratic 10 HyperFlex Architecture,
  • Designing with DSP-Builder Advanced Block-set and Designing Gigabit with Altera Transceiver Devices.

FPGA Training XILINX by Active Media

  • FPGA Implementation From Simulink Generating HDL Code From Simulink
  • FPGA Implementation From Simulink DSP Design Using System Generator

Deep Learning & Machine Learning [Online Training and Self Practice]

  • Basic Tensorflow Operations & Datasets
  • Machine Learning & Neural Network (NN)
  • Tensorboard & Convolutional Neural Network (CNN)
  • Recurrent Neural Network (RNN) & Basic Keras
  • Data Estimators & Hyper parameter Tuning

experience 

Postdoc Researcher [Jan 2020 - Con. ]

Employ: University of Southeast Norway, Norway

Project: Super-Resolution Computational Microscopy of Porous Materials Duties Performed

To build necessary knowledge for mathematical model and algorithms of Fourier Ptychography Microscopy that enhance resolution of conventional microscopy images.

2. To develop wavelet-based algorithms for thresholding and denoising in FPM. To develop new setup of FPM for platform including Android / iOS devices, Raspberry Pi 4 (Linux environment) and FPGA setup.

3. To write FPM core algorithms in Python for Linux or Debian OS, JavaScript (React Native & NodeJS) for Android / iOS and in MatLab for Window OS.

4. To develop color FPM algorithms to enhance resolution, writing Project for funding and assist teaching in subject Electromagnetic wave theory and Propagation. To co-supervise Undergraduate and Postgraduate students

Postdoc Researcher [2018 - 2019]

Employ: Universiti Teknologi PETRONAS,

Project: Alpha Matrix - [Enhanced Oil Recovery Method] Duties Performed

1. Fiber Bragg Grating Sensor Data analysis using Coupled Mode Theory for EOR (Enhanced Oil Recovery) Data analytics.

2. Computational algorithms for vector field polarization in 1D, 2D & 3D domain using Yee cell for EOR.

3. Computational algorithm based on Finite Difference Time Domain method (FDTD) for medical imaging applications

4. Classify time series data of Fiber Brag Gratting (FBG) using wavelet analysis and deep learning using GoogLeNet and Alex Net. Sequence classification-using LSTM. Regression & Optimization using SKlearn.

5. Object detection, annotation and training using Yolov3 with Darknet Frame work.

Postdoc Researcher [2017 - 2018]

Employ: University of Technology PETRONAS, Malaysia Project: Wireless Communication Using Evaporation DUCT [WiDUCT]

Duties Performed

1. Designing of RADIO system for offshore platforms communication using evaporation duct.

 Web based UI interface implementation using Node.JS at front-end and Python at back-end.

3. Embedded system design and implementation to automatic gain control of radio system.

4. Computational algorithm for investigation into an efficient numerical modeling approach for estimating path-loss over variable terrain.

5. Requirement definition and perform Factory Acceptance Test

6. Neural Networks, Classification of linearly separable data with a perceptron, Radial basis function networks for classification of XOR problem, Prediction of time series with NAR neural network.

7. Classify Gender Using Long Short-Term Memory Networks

8. Supervision of undergraduate students on various embedded system projects.

9. Technical reporting and project management

 

Graduate Research Assistant [2016 - 2017]

Employ: University of Technology PETRONAS, Malaysia

Project: Investigation into an efficient numerical modeling approach for estimating path-loss over rough sea-surface

Duties Performed

1. Mathematical modeling to solve Parabolic Equation using Wavelet Based Numerical Method and Split-Step method for propagation RADIO signal for rough sea model.

2. Development of MATLAB based algorithm to propagate RADIO wave in troposphere with rough sea-surface. Writing technical report.

Graduate Assistant (Research & Teaching Experience) [2009 - 2016] Employ: Universiti Teknologi PETRONAS, Malaysia Projects: Fundamentals research grant schemes & WiDUCT 1.0

Duties Performed

1.Teaching experience including subjects Circuit Theory, Fundamental of Electronics, Digital Electronics, Calculus, Electromagnetic Field Propagation theory and Statistics at Universiti Teknologi PETRONAS.

2. Conducting classes, labs and tutorials in subjects Circuit Theory, Fundamental of Electronics and Digital Electronics.

Manage FYP reports, thesis and technical papers of undergraduate students and to check plagiarism.

Logging and Data Engineer [Dec 2006 - Jan 2009] Employ: Oil and Gas Development Company Limited - Pakistan Projects: Dakhni Deep 1,3,4, Dakhni Sout-West 4 & KAL 3

Duties Performed

1. Installation of data logging unit for real time monitoring during oil well drilling on-site

2. Provide on-site technical support to driller, geologist, mud engineer and company man.

3. Having a pro-active attitude towards the health and safety aspect of the job (using the tools on-site to predict potentially dangerous situations, such as kicks or the detection of gas)

4. Creating special logs and written reports for well site geologist and company man

5. To report feedback on drilling activity to all necessary channels on-site

BSS-HLO Engineer [Sep 2006 - Dec 2006]

 Employer: Mobilink, (Worked in mobile switching center) - Pakistan Duties Performed

1. Provide technical support for on-site trouble-shooting

2. Communication with engineering partner to locate and resolve technical problems.

3. Communication with third parties to locate technical problems that may arise during the integration.

Publikasjoner

J1. Inversion Algorithm of Fiber Bragg Grating for Nanofluid Flooding Monitoring ”13 February 2020. Impact Factor 3.1

J2. 2D wavelets Galerkin method for the computation of EM field on seafloor excited by a point source - International Journal of Applied Electromagnetic and Mechanics - vol. 53, no. 4, pp. 631-644,2017: DOI 10.1016 / B978-0-444-62674-5.00007-4 - Impact Factor 0.78

 J3. Use of wavelets in marine controlled source electromagnetic method for geophysical modeling, International Journal of Applied Electromagnetic and Mechanics - vol. 51, no. 4, pp. 431-443, 2016: DOI: 10.3233 / JAE-160002 - Impact Factor 0.815 J4.

J4 Investigation Into an Efficient Numerical Modeling Approach for Estimating Path-loss Over Variable Terrain - 2018 7th International Conference on Computing: pp- 26-30 - DOI: 10.14419 / ijet. v7i2.3.9961 J5.

J5. 1D Forward modeling for Marine CSEM Using Wavelets- Elsevier Proceeding Technology vol. 11 2013. pp. 147-154: DOI: 10.1016 / j.protcy.2013.12.174

 

C1. Social Media, Software Engineering Collobaration Tools and Software Company Performance. In: Alfred R., Lim Y., Haviluddin H., On C, (eds) Computational Science and Technology. Lecture Notes in Electrical Engineering, Vol 603, Springer, Singapore- 2019.

C2. 2D controlled source electro-magnetic modeling in layered medium using hybrid method - 6th international conference on intelligent & advanced systems, 15-17 Aug 2016 Kuala Lumpur convention Center-Malaysia: DOI: 10.1109 / ICIAS.2016.7824102

C3. Wavelet Optimized Finite Difference Simulation for Marine CSEM Geophysical Survey - 5th international conference on intelligent & advanced systems, 3-5 June 2014 Kuala Lumpur Convention Center - Malaysia: DOI: 10.1109 / ICIAS.2014.6869477.

C4. Analyzing Effects of Mobile Dipole Speed ​​on Survey Data via Forward Modeling Technique - The 31st Progress In Electromagnetic Research Symposium (PIERS 2012), Kuala Lumpur, 27-30 March, 2012.

C5. 2D Forward Modeling of Marine Controlled Source Electromagnetic (CSEM) Survey for Salt-Dome and Stratigraphy Trap Reservoir- 4th International Conference on Intelligent and Advanced Systems (ICIAS), 2012- Kuala Lumpur-Malaysia

C6. Forward Modeling of Infinitesimal Dipole Dipping Effects in Marine CSEM survey - 3rd Int. Conf. Electrical Engineering and Informatics (ICEEI 2011), The Institute Technology Bandung, Bandung, Indonesia, 17-19 July, 2011. DOI: 10.1109 / ICEEI.2011.6021787.

C7. Mapping of Hydrocarbon with Marine EM Method using 2-D Forward Modeling - 4th Int. Conf. on Modeling, Simulation and Applied Optimization, Kuala Lumpur, Malaysia, 19 - 21 April, 2011: DOI: 10.1109 / ICMSAO.2011.5775594.

C8. The Modeling of Controlled-Source Electromagnetic (CSEM) Data using Finite Element Method for Hydrocarbon Detection in Shallow Water, IAENG Int. Multi-Conf. of Engineers and Computer Scientist, Hong Kong, March 2011

C9. 1D Forward Modeling of MCSEM survey for Seabed logging. 3rd Int. Conf. on underwater system technology theory and application, Kuala Lumpur Malaysia 1st and 2nd Nov 2010

C10. Forward Modeling to Study Topography Effects on EM Signal Using FEM, National Postgraduate Conference (NPC2011) UTP Malaysia, 19-20 Sept. 2011. DOI: 10.1109 / NatPC.2011.6136327

C11. Study of Electromagnetic Signal in Marine Environment for Sea Bed Logging, Annual Post Graduate Conference (APC2013) UTP Malaysia 4th - 6th Jul 2013

R1. Investigation into an Efficient Numerical Modeling Approach for Estimating Path-loss over Rough Sea Surface. Fundamental Research Grant Scheme UTP Malaysia 2016-2017