Resume

• 2012.

  Gahangir

  G. Hossain

  \"The Effectiveness of Pedagogical Agents' Prompting and Feedback in Facilitating Co-Adapted Learning with MetaTutor

  \" Intelligent Tutoring Systems Lecture Notes in Computer Science

  Vol. 7315/2012

  pp.212-221

  Basic First Aid trained since 1990.

  Bangladesh Red Crescent Society

  Matlab

  Pattern Recognition

  Algorithms

  SQL

  Machine Learning

  LaTeX

  Simulations

  Artificial Intelligence

  C

  Python

  Computer Science

  Human Computer Interaction

  Data Analysis

  Signal Processing

  Data Mining

  Programming

  Java

  C++

  Statistics

  Project Management

  When does an easy task become hard? A systematic review of human task-evoked pupillary dynamics versus cognitive efforts

  The amount of working memory recourses available (or required) to process a cognitive task (easy or hard) represents human cognitive effort. Working memory resources (visual or auditory) and cognitive efforts are interconnected with visual or auditory pathways. In this review

  various facets of pupillary dynamics literature are compared in order to determine an optimal method of cognitive effort assessment. Some key categorical areas of interest are identified including the presented stimulus

  observed response

  comparisons and different methods of analysis....

  When does an easy task become hard? A systematic review of human task-evoked pupillary dynamics versus cognitive efforts

  The concept of energy sustainability has been recently introduced in complex cyber-physical systems innovation studies. Previous empirical studies have only focused on the coordination of systems in a large system

  but less research has been done on energy efficiency and management towards sustainability. We argue that in terms of energy consumption

  a system comprising variety of technologies and applications should be energy sustainable. Hence

  we focus on a framework of energy demand in a complex-robotic environment. As a preliminary study

  we propose a system dynamics modeling of the energy sustainable complex-structure. As the work is ongoing

  some initial simulation results are shown here. Based on our initial studies

  we evaluate a number of implications of the management of energy in large-scale cyber-physical systems.

  Towards a sustainable cyber-physical energy system design

  Collaborative sense making is the process by which people assign meaning to experience in collaborative information sharing and decision making. Recent technological advances made it possible for people with disabilities to collaborate among themselves using smart phones. The main research goal of this pilot study is to investigate the suitability and utility of modern technology (e.g.

  android apps) in modeling reducing gaps that is prevalent in people with disability. In particular

  empirical analysis was performed in a collaborative scenario (e.g.

  communication between deaf and blind) to understand the challenge and usability of technology solutions. In addition

  study was performed on technology tools that are useful in effective interaction design and some recommendations were made in bridging the communication

  expectation and perception gaps in sense making.

  Collaboration Gaps in Disabilities Sensemaking: Deaf and Blind Communication Perspective

  Assessing Adaptive Learning Gain and its Confluence with Task Difficulty

  Akbar S Shaik

  Cognitive Assistive Technology for Teaching and Learning with Smart Phone

  robert kozma

  EEG data processing paper

  Study of Phase Relationships in ECoG Signals Using Hilbert-Huang Transforms

  People with disability are unique in their own ways. Hence

  adaptive systems are imperative to effectively assist individual with disabilities. Assistive thinking is a new concept in design and implementation of such a system that requires a holistic approach. The key idea is to identify user’s preference and resources early and incorporate them implementing the design that can address the specific disability in the best possible manner as well as effectively use the existing resources to manage disability. In particular

  an in depth analysis of specific case

  understanding user’s needs

  available resources

  and sustainability plan are the key components to this integrative approach. This enables us to design system that not only meets users need from technological point of view but also address their situational and social needs and resource constraints. As a pilot study

  we have been exploring a set of usability questions and observed cognitive capabilities of real targeted users of assistive technologies. This approach communicates directly with a “user” in the analysis phase of application development and resolves failure of many examples with of current practice in assistive technology research. It also allows identification

  uniquely

  as a routine

  of the unintended consequences and facilitates subsequent modeling to measure performance.

  Assistive Thinking: A New Approach in Assistive Technology Design in Disability Management

  Abstract A robust seizure prediction methodology would enable a “closed-loop” system that \nwould only activate as impending seizure activity is detected. Such a system would eliminate \nongoing stimulation to the brain

  thereby eliminating such side effects as coughing

  \nhoarseness

  voice alteration

  and paresthesias (Murphy et al.

  1998; Ben-Menachem

  2001)

  \nwhile preserving overall battery life of the system. The seizure prediction and detection \nalgorithm uses Phase/Amplitude Lock Values (PLV/ALV) which calculate the difference of ...

  Seizure prediction and detection via phase and amplitude lock values

  Mobile Phone Based Systems and Technology Tools for Social Coordination between Disabilities: A Review

  Rajab Challoo

  Smartphones have become a basic necessity in lives\nof all human beings. Apart from the core functionality of\ncommunication

  these become a medium for storage of sensitive\npersonal information

  financial data and official documents.\nHence

  there is an inevitable need to emphasize on securing\naccess to such devices considering the nature of data being\nstored. In addition

  accessibility and authentication methods need\nto secure

  robust

  and user-friendly. This paper discusses an\nadaptive authentication mechanism with a nonparametric\nclassification approach

  Kolmogorov–Smirnov (K-S) statistic

  \nwhich is coupled with the use of lock pattern dynamics as a\nsecure and user-friendly two-factor authentication method. The\ndata used for experimental exploration were collected from a\nsystematically programmed Android device to capture the\ntemporal parameters when individuals drew lock patterns on the\ntouch screen. Each user has his individualistic way of drawing\nthe pattern

  which is used as the key for identifying imposters\nfrom valid users.

  Pattern of Success Vs. Pattern of Failure: Adaptive Authentication Through Kolmogorov–Smirnov (K-S) Statistics

  The amount of working memory recourses available (or required) to process a cognitive task (easy or hard) represents human cognitive effort. Working memory resources (visual or auditory) and cognitive efforts are interconnected with visual or auditory pathways. In this review

  various facets of pupillary dynamics literature are compared in order to determine an optimal method of cognitive effort assessment. Some key categorical areas of interest are identified including the presented stimulus

  observed response

  comparisons and different methods of analysis. In details review

  a set of predetermined evaluation criteria were used and a decision matrix is developed to outline the best practice in papillary dynamics. Based on the summery table in the form of the decision matrix

  a quantitative model with artificial neural network (ANN) is selected for a best practice of cognitive effort estimation. The mental multiplication task is found an effective stimulus (cognitive task) to evoke the pupillary response for various level of task difficulty. In most cases

  aural and visual are considered as two presentation modes

  two sensory inputs

  and two mental resources and greatly imparts in cognitive workload. ...

  When does an easy task become hard? A systematic review of human task-evoked pupillary dynamics versus cognitive efforts

  Bridging the Gap between Deaf and Blind Communication using Adroind Apps: A Robust and effective Approach

  Robert Kozma

  The main purpose of this study is to design an experiment to model interpersonal social\ncoordination dynamics (shared attention

  mental work load etc.) based on physiological data \n(Electroencephalographs (EEGs)

  finger movement) that can be obtained from interaction of \nparticipants in a shared task.

  Shared Intentionality and Interpersonal Coordination Dynamics Monitored by Brain Signal Analysis

  Brian King

  Jonathan Abo

  Abstract We investigated the application of Causal Bayesian Networks (CBNs) to large data \nsets in order to predict user intent via internet search prediction. Here

  sample data are taken \nfrom search engine logs (Excite

  Altavista

  and Alltheweb). These logs are parsed and sorted \nin order to create a data structure that was used to build a CBN. This network is used to \npredict the next term or terms that the user may be about to search (type). We looked at the \napplication of CBNs

  compared with Naïve Bays and Bays Net classifiers on very large ...

  Causal Analysis of User Search Query Intent

  Robert Kozma

  Accepted paper

  Empirical Mode Decomposition (EMD) for Phase Cone Detection in EEG Fourier Spectra

  Akbar S Shaik

  Cognitive load and usability analysis of R-MAP for the people who are blind or visual impaired.

  We investigated the application of Causal Bayesian Networks (CBNs) to large data \nsets in order to predict user intent via internet search prediction. Here

  sample data are taken \nfrom search engine logs (Excite

  Altavista

  and Alltheweb). These logs are parsed and sorted \nin order to create a data structure that was used to build a CBN. This network is used to \npredict the next term or terms that the user may be about to search (type). We looked at the \napplication of CBNs

  compared with Naïve Bays and Bays Net classifiers on very large ...

  Causal Analysis of User Search Query Intent

  Cognitive Load Based Adaptive Assistive Technology Design for Reconfigured Mobile Android Phone

  Intelligent educational interfaces are becoming important part of online future educational system. Interface with understanding of user's essential cognitive capabilities make it adaptive and may reduce gap between human computer interactions. In online learning environment

  a student interacting with such intelligent interface experiences different level of cognitive load. The dynamics of cognitive load refers the continuity and variation of such workload in cognitive task interaction. The dynamics of cognitive load and increasingly intricate inter dependencies among many features requires a systematic study to understand the relationships between certain features and the cognitive requirements of a learner. In particular average pupil size variation in switching between different tasks (easy

  medium or hard) may be an important measurement to identify cognitive load dynamics. This paper presents a brief analysis of student's cognitive load dynamics in mental multiplication tasks (data from klingner et al. 2010). Our results are promising to uncover cognitive load dynamics in cognitive task interaction and useful for continuous load measurement.

  Cognitive Load Dynamics in Papillary Interaction

  Abstract The design of a robust communication among two different sensory disabilities \n(Deaf vs. Blind) remains an emerging field of research in disability healthcare \ncommunication system design. As an important part of modern technology

  android and \niPhone applications are frequently used in designing such communication systems. \nHowever

  there is no'one-size-fits-all'in case of different sensory disability health \ncommunication design. Hence

  an in-depth understanding of their requirement

  media ...

  Design Analytics of Complex Communication Systems Involving Two Different Sensory Disabilities

  -\tExperimental design

  mobile application based communication \n-\tMixed approaches application

  Disability Subjective rating System Design \n-\tProgramming and tools – Excel

  Matlab

  R

  Weka

  RapidMiner \n-\tOne conference paper

  Intelligent Tutoring System for Kid’s Math Skill Improvement

  -\tA subsidiary technology based education system

  useful for children likes media more than classroom education \n-\tITS is incorporated with a local TV cartoon “Mena”\n-\tPublished I Journal 2 conference papers.

  Dr.Tazul Islam

  Dr.Assaduzzaman

  Imaging T-test

  -\tA faster algorithm of pose detection form still facial images.\n-\tProgramming – Matlab

  Dr. Khan Iftekharuddin

  Cross-Disability Collaborative Sensemaking

  -\tDisability Collaborative information seeking – helps bridging gaps in collaborative sensemaking.\n-\tReduces cognitive load \n-\tAnalysis – R

  Weka\n-\tOne conference paper

  Fingertips Dynamics and Cognitive Authentication

  Blind Care Project

  -\tBraille Embosser in Bangla Language \n-\tAudible mobile phone interface design for blind people \n-\tHardware design

  interfacing with printer

  I/O design\n-\tLanguages : C\n-\tPublished 1 journal and 2 conference papers

  Pijus B.

  Dr.Ali Akbar Bewan

  Enamul Haque Prince

  Dr.Tazul Islam

  S.M.Saif Shams

  Dr.Ahsan Ullah

  Bangla Cursive Handwriting Recognition

  -\tUsed to signature verification

  bank checks recognition etc. \n-\t Image processing - Optical flow and Gabor filtering approach \n-\tProgrammed in C \n-\tPublished 1 journal and 3 conference papers\n

  Md. Rezaul Haque Khan

  Shafiul Azam Hawladar

  Cognitive Gap Analysis

  Human-agent (computer) social interaction aims to more flexible

  more efficient

  more powerful and more natural interaction than the interaction we have now. To make a consistent social interaction

  human likes to use limited cognitive

  physical and/or social abilities

  on the contrary

  human adopt agents that demands more abilities from him. Human ability is latent

  and random in nature

  but agent's demand is fixed as it is programmed. This creates a mixed-initiative

  random capabilities from human and constant demand from agent creates inconsistencies in human agent interaction. More specifically

  the limited abilities of human (in terms of cognitive

  physical or social abilities) defers from the agent’s task demand (physical

  cognitive or social demands). This phenomenon makes the interaction inflexible

  less efficient

  slow

  and artificial rather than natural - we name this as ability-demand gap problem in collaborative sense-making.\n\nMy passion is to research on some aspects of the brain and mind in collaborative sensemaking including - vision

  movement systems

  learning and memory

  neural and cognitive issues and reasoning to understand the agent-human ability-demand gap in collaborative social interaction. \n\nMy PhD work stands at the nexus of behavioral bio-signal processing

  cognitive engineering

  ergonomics and human factors

  social computing and collaborative systems

  action and learning technologies and mobile assistive usability engineering (Figure).\n\nPresently

  I am working on the theoretical basis of the cognitive ability-demand gap modeling with systems dynamics modeling and collaborative disability sensemaking. \n\nTo validate theories

  we analyze patterns from behavioral bio-signals: pupillary dynamics; finger tips - keystroke

  tapping

  mouse clicking dynamics; and electroencephalogram during cognitive interaction tasks (e.g.

  Operation span tasks).\n-\tOne conference paper 3 Journal (on process)

  Private Information Retrieval (PIR)

  -\tA new PIR system in e-voting

  tendering and medical system application \n-\tUsed web cache concept with hashing.\n-\tLanguage worked – C (hashing)

  Mysql

  SQL server \n-\tPublished one journal 2 conference papers

  Dr. A.S.M. Latiful Haque

  ProVExplecator – Complex English sentence (e.g. Proverb explicator)

  -\tDeeper analysis of sentences with semantics \n-\tWordNet and ConceptNet are used\n-\tProgramming languages : LISP

  Perl

  Weka\n-\tPublished two conference papers

  Dr. Vasile Rus

  Reconfigured Mobile Android Phone (R-MAP)

  -\tAndroid application design

  analysis and development for Blind people to read texts a loud \n-\tAdaptive and flexible design

  usability and cognitive load analysis \n-\tProgramming and Tools– Java

  Weka\n-\tPublished 3 conference papers

  Akbar S. Shaik

  Shared Intentionality Modeling from Dual Brain and Behavior coordination

  Hypothesis: Phase synchrony of brain signals and phase synchrony of signals from finger movement forms interpersonal coordination dynamics that may imply shared intentionality.\n-\tDual EEG (Brain signals)and intentional/non-intentional finger movements (behavior signals)in collaborative interaction with agent \n-\tEEG and time series data processing – coherence

  PLV

  FFT

  Hilbert transform

  EMD \n-\tMatlab

  R

  Adobe Flash

  Weka \n-\tThree conference papers

  Robert Kozma

  Intelligent Business Negotiation Systems and Crypto Systems

  Worked with MIS graduate students\n-\tDeveloped algorithms in C/C++\n-\tPublished one journal and one conference \n

  Shahid Sharoarde

  Mohammad Riaz Ahmed

  Mohammed Ali Mortuza Chowdhury

  Assistive Thinking

  -\tSystem thinking and Design thinking in assistive and adaptive interaction design\n-\tCausal analysis

  System dynamics modeling \n-\tLanguage and tools: VINSIM

  Matlab

  Java

  Weka\n-\tOne Conference Paper one journal (on process)

• 2012

  Cetrificate in Software Testing

  Studied on Agile Software development

  Agile Testing and Agile Thinking.

  Management Information Systems

  ACM

  IEEE

  The University of Memphis

• 2008.

  Master's degree

  Studied on private information retrial (PIR) protocols; researched for an intelligent and efficient protocol - PIR with p-cache - the new concept we introduced

  with web cache (hashing) concept. My supervisor - Professor Dr. ASM Latiful Haque.\n\nOur work published in Malaysian Journal of Computer Science (MJCS) - “PIR with P-Cache: a New Private Information Retrieval Protocol with Improved Complexities”

  Malaysian Journal of Computer Science (MJCS)

  ISSN 0127-9084

  Vol 21

  No 1

  Computer Science and Engineering

  ACM

  IEB

  BCS

  BSC

  Bangladesh University of Engineering and Technology

• 2008

  Graduate Certificate

  Courses completed: Cognitive science

  Behavior Neurosciences

  Control Autonomous Agents

  Natural Language Processing

  Morphology and Syntax. \n\n- Cognitive engineering issues with behavioral bio-signal processing

  industrial psychology

  ergonomics & human factors

  collaborative sensemaking

  action and learning technologies and mobile assistive usability engineering with business intelligence.

  Cognitive Science

  Member ACM

  Member IEEE

  Ambassador ACM

  Ambassador IISSO

  The University of Memphis

  Certificate in Imaging and Signal Processing

  Multimedia Information Processing

  Image processing

  Machine Learning and Pattern Classification.

  Electrical and Computer Engineering

  ACM

  IEEE

  System Dynamics Society

  The University of Memphis

  Doctor of Philosophy (Ph.D.)

  Worked on robust modeling of ability-demand gaps in human agent(system) collaborative sense-making and assistive thinking.

  Computer Engineering

  Cognitive Science

  ACM

  IEEE

  System Dynamics Society

  Cognitive Neuroscience Society

  IISSO

  The University of Memphis

  Masters

  Project Title: Experimental Design for EEG Based Brain Computer Interface (BCI) to Model Interpersonal Coordination Dynamics\" - Cognitive Neuroscience

  Collaborative Sense-making\nWorked on Behavioral Bio-signal processing

  mining and pattern classification.

  Cognitive Engineering

  ACM

  IEEE

  System Dynamics Society

  The University of Memphis

  Applied Physics - Sound

  Light and Modern Physics

  Control Autonomous Agents

  Data mining

  Artificial Intelligence

  Computational Geometry

  Behavior Neurosciences

  Data Structures and Algorithms

  Compiler Construction

  Analog and Digital Electronics

  Advanced Pattern recognition

  Advanced Machine Learning

  Analog and Digital Electronic Communication

  Database Management Systems

  Basic Electrical Engineering

  Advanced System Analysis and Design

  Complex Variables

  Laplace transform and Fourier Series

  Computer Aided Design and FPGA Lab

  Advance Database Systems

  Computer Networking

  Cirrus Logic

  Cutting Edge IC/Chip Design and Implementation Practices with Global Industry Perspectives

  Basic First Aid Certificate

  Bangladesh Red Crescent Society

  Automation of Industrial plan by Programmable Logic Controller (PLC)

  Engineering Staff College

  Bangladesh.

  Object oriented Software Development

  Bangladesh University of Engineering & Technology

  Embeded Systems - Shape the World

  edX

  The Data Scientist’s Toolbox

  Coursera

  Computer Programming in Java and it's Applications

  Islamic University of Technology

  Principles of Reactive Programming

  Coursera

  Teachers' Appreciation Workshop

  Bangladesh University of Engineering & Technology

  Next Generation Infrastructures

  edX

  Functional programming principles in scala

  Coursera

  Introduction to Computational Thinking and Data Science

  edX

• 2002

  COURSES TAUGHT\n1.) Data structure and Algorithms – 2001

  2006\n2.) Structured Programming (C) – 2001

  2006\n3.) System Analysis and Design – 2004

  2006\n4.) Software Engineering – 2005

  2008\n5.) Object Oriented Programming (C++/Java) -2002

  2004\n6.) Neural Networks and Fuzzy Logic – 2004

  2007\n7.) Discrete Mathematics – 2006

  2007\n8.) Automata Theory – 2003

  2005\n9.) Compiler Design – 2005

  2008\n10.) Operating Systems - 2004

  2008\n11.) e-Commerce (graduate level in MIS department) - 2001

  2003\n12.) Advanced Database and Information Management (graduate level) - 2004\n13.) Telecommunication and Switching (graduate level) – 2008\n14.) Computer Organization (Undergraduate/Graduate) - 2012

  Chittagong University of Engineering & Technology

  IUPUI

  Indianapolis

  Indiana Area

  Taught in undergraduate and graduate courses in Electrical and computer engineering. Advised graduate project/research students and worked on research grant proposals.

  Visiting Assistant Professor

  Chittagong

  Bangladesh

  •\tResearch data processing and integration - worked with physician Dr. Mostafa Hossain

  Assistant Professor

  Department of Neurology; Dr. Abdul Latif

  Assistant professor

  Department of Urology

  and Dr. Md. Harun-or-Rashid

  Pathology and general medicine. \n•\tHelped in EEG/EMG/ECG instrumental setup

  data collection

  data pre-processing and backup. \nWorked with Tabelu

  Informatica

  MSEXCEL

  MS ACCESS etc.

  Information Technology Consultant

  Premier Health Institute

  Chittagong Medical College Hospital

  Neurodynamics of Brain and Behavior Research

  Computational Neurodynamics

  CLION

  Designed EEG experiment to -\n- Model interpersonal or social coordination between animal-human

  human-human and human-robot interaction.\n- Monitor synchronous and asynchronous neural activities in deep brain regions.\n- Use wireless EEG and dry electrodes to allow for direct brain-computer interface by using brain waves to interact with the computer.\n- Work on discovering brain-wave properties and translating them into applicable forms for clinical forums.\n- Use high density EEG array in deep brain architecture to support in neurological health care.

  Research Assistant

  The University of Memphis

  Chittagong

  Bangladesh

  •\tProject planning

  design

  employ recruitment

  institute and business center set up

  management

  \n•\tIT based infrastructure and short courses teaching

  management and training. \n•\tIntroduced A+

  Networking+

  C/C++ projects and UNIX from ComTIA certification. http://www.comptia.org/home.aspx

  Information Technology Coordinator

  Chittagong City Corporation

• 1998

  Gahangir

  Hossain

  Panjeree Publications Limited

  Chittagong University of Engineering & Technology

  Chittagong City Corporation

  Premier Health Institute

  Chittagong Medical College Hospital

  IUPUI

  The University of Memphis

  Texas A&M University-Kingsville

  Premier University

  Chittagong

  First author of two text books:\n\n(1) Higher Secondary Computer Studies - Part I\n(2) Higher Secondary Computer Studies - Part II\n\nPublished by Panjeree Publications

  Ltd.

  Panjeree Publications Limited

  Assistant Professor

  Teaching undergraduate and graduate courses in computer science & electrical engineering department. Advising graduate thesis students and working on research grant proposals. \n\n(1) Neural Engineering and Cyber System Lab\n \nMentoring Graduate (Masters and doctoral) students and undergraduate research students.

  Texas A&M University-Kingsville

  The University of Memphis

  Memphis

  USA

  Modeling Cognitive Ability-Demand Gaps in Collaborative Sense-making and Designing Assistive Technology Solutions.

  Ph.D. Computer Engineering

  Computer Vision Perception and Image Analysis Lab

  www.cvpia.memphis.edu

  Analyzing human cognitive behavior and brain dynamics in complex task interaction. Working on algorithms to understand human ability-demand trade-offs. Pattern analyzing from behavioral bio-signals and data mining to have adaptive mobile assistive technology for cross-disability management. Study on human cognitive behavior and machines processing power to bridge the gap in agent-human collaborative sense-making process.

  Research Assistant

  The University of Memphis

  http://www.puc.ac.bd/

  Premier University was named as International Institute of Business and Technology (IIBT)

  during the period of 2000-2001. My responsibilities were to design computer science/engineering undergraduate curricula

  lab setup

  and future academics/research planning. I had a chance to work with University Grants Commission (UGC)

  Bangladesh for that purpose.

  Lecturer

  Premier University

  Chittagong

  https://www.cogneurosociety.org/

  Student Member

  Cognitive Neuroscience Society

  Student Member

  IEEE

  https://sites.google.com/site/iissomemphis2/

  Engineering

  Ambassador

  Institute for Intelligent Systems Student Association (IISSO)

  http://www.systemdynamics.org/\nReviewer: The System Dynamics Review

  Student Member

  System Dynamics Society

  Member

  Ambassador

  ACM

  Bengali

  Saudi Government Travel Sponsorship

  To join ICTHP-2013 conference.

  Saudi Government

  Student Travel Grant and SV Award for ACM CSCW 2013 conference

  To join as student volunteer and to present paper.

  ACM CSCW 2013

  NSF Student Travel Grant Award

  To join IUI 2012 conference.

  NSF

  Prime Minister Gold Madel

  For best performance in secondary and higher secondary school education.

  Prime Minister

  Bangladesh

  Graduate Research Assistantship

  The University of Memphis and Mohammed Yeasin

• 1995

  Bachelor's degree

  My undergraduate thesis (1998-1999) titled - \"Bangla Conversation Processor\" - A Bangla version of the famous ELIZA program – Supervisor – Dr. Reza Salim and Dr. Zafar Iqbal\n\nThe software was aimed for people who -\n- wanted to improve their interpersonal social communication skill. \n- need an aid to their conversation and social communication problems.\n- wanted to make computer as a friend and play with it.\n\nPresent days

  Eliza’s take on healthcare

  and the industry's take on Eliza. ELIZA is a very powerful data-rich

  member-centric program that drive healthcare behavior - develop meaningful conversion capability.

  Electronics and Computer Science

  ECS Society

  Shahjalal University of Science and Technology