Md Saef Ullah Miah
Dhaka
Summary
Dedicated and experienced academician with over eight years of experience serving as an Assistant Professor in the Computer Science department of American International University-Bangladesh (AIUB). A Natural Language Processing, Machine Learning, Data Science and Material Informatics researcher working on integrating knowledge from Material Science and Computer Science domains. Adept in creating powerful curriculum in the fields of Computer Science and Data Science. Adept at working with students to successfully prepare them for personal and professional success in today’s world. Knowledgeable and experienced in various educational philosophies, which best promote the overall experience of a student. A committed faculty member, passionate about working to further enhance the educational offerings of an institution.
Overview
10
10
years of professional experience
Work History
Assistant Professor, Computer Science
American International University-Bangladesh (AIUB)
Dhaka
2015.11 - Current
- Used variety of learning modalities and support materials to facilitate learning process and accentuate presentations.
- Evaluated and supervised student activities and performance levels to provide reports on academic progress.
- Evaluated student progress through analysis of test scores and homework completion.
- Revised course objectives, course materials, instructional and assessment strategies for web technology, computer graphics, advanced operating system courses.
- Established research agenda in NLP and Image processing fields to publish in peer-reviewed journals.
- Applied innovative teaching methods to encourage student learning objectives.
- Assisted professors and school administrators with continuous development, review, planning and outcomes evaluation to measure computer science program performance.
- Proctored exams and provided remediation for learning improvement goals.
- Created materials and exercises to illustrate application of course concepts.
- Mentored students and communicated internship and employment opportunities.
- Collaborated with colleagues on curriculum revision, evaluation of course syllabi and lesson plans for different courses.
- Reviewed program materials and coordinated updates to keep department materials relevant and accurate.
- Collaborated with faculty members on different projects.
- Helped struggling students by providing support outside of classrooms and consistently checking in on progress.
- Built strong rapport with students through class discussions and academic advisement.
- Contributed to campus activities to promote positive university image.
- Contributed to planning appropriate and engaging lessons for both classroom and distance learning applications.
- Performed research to serve as basis for academic writing for publication.
- Attended faculty meetings and professional development opportunities to stay abreast of current teaching strategies and content knowledge related to the discipline
- Presented research outcomes at different conferences to promote university reputation and contribute to understanding of software development industry.
- Conducted and published researches to build shared knowledge base and boost school reputation for scholarship.
Lecturer, Computer Science
American International University-Bangladesh (AIUB)
Dhaka
2013.02 - 2015.10
- Used variety of learning modalities and support materials to facilitate learning process and accentuate presentations.
- Evaluated and revised lesson plans and course content to achieve student-centered learning.
- Delivered engaging curriculum through diverse methods of classroom instruction, computer lab activities and online learning systems.
- Compiled reading lists and other relevant assignments to bolster student understanding of class concepts.
- Arranged syllabus, developed schedule, and determined reading list for varied courses simultaneously, giving students appropriate time to complete assignments and absorb information.
- Delivered clear, effective feedback to improve quality and efficiency of student-written computer programs.
- Designed and distributed lecture handouts to round out material and increase student understanding.
- Held weekly office hours to work with struggling students one-on-one and increase GPAs.
- Delivered lectures at appropriate pace and pronunciation for optimal audience comprehension by non-native English-speaking students.
- Graded assignments according to strict institutional policies and upheld guidelines for academic integrity while disciplining plagiarism and cheating accordingly.
- Mentored undergraduate and graduate students in effective next-steps for education and career preparedness.
- Attended faculty meetings and professional development opportunities to stay abreast of current teaching strategies and content knowledge related to the discipline.
- Supported graduate students in obtaining doctoral degrees by advising on study plans, doctoral dissertations and career goals.
- Maintained interdisciplinary study as guiding principle, establishing partnerships with faculty in other departments to draw parallels with other subjects.
Lecturer, Computer Science
Bangladesh University
Dhaka
2012.04 - 2013.01
- Used variety of learning modalities and support materials to facilitate learning process and accentuate presentations.
- Assessed, documented and reported on student progress for different courses.
- Evaluated and revised lesson plans and course content to achieve student-centered learning.
- Delivered engaging curriculum through diverse methods of classroom instruction, computer lab activities and online learning systems.
- Compiled reading lists and other relevant assignments to bolster student understanding of class concepts.
- Advised on department hiring actions to help build cohesive and successful lecturing team.
Associate System Engineer
Aamra Technologies Limited
Dhaka
2012.01 - 2012.03
- Worked with vendors and other departments to improve quality of products and test yields.
- Proposed technical feasibility solutions for new system designs and suggested options for performance improvement of technical components.
- Managed two transaction management system projects by generating and maintaining design drawings, estimating costs and creating statements of work specifications.
- Handled scripting tasks for debugging and automation using Bash.
- Installed completed software updates and assessed security patches for optimized computer use in Transaction management system for banking institues.
- Completed technical reviews of existing systems and suggested updates or changes.
Education
Ph.D. - Information System
University Malaysia Pahang
Pahang, Malaysia03.2022
Master of Science - Information And Database Management
American International University-Bangladesh(AIUB)
Dhaka, Bangladesh11.2014
Bachelor of Science - Computer Information System
American International University-Bangladesh(AIUB)
Dhaka, Bangladesh02.2012
Skills
- Class instruction
- Continuing education
- Student needs assessment
- Student research guidance
- Thesis advisement
- Technology-based curriculum
- Online learning tools
- Classroom management
- Curriculum Development
- Academic advisement
- Academic research
- Lesson Planning
Research Interests
- Machine Learning
- Neural Network
- Material Informatics
- Data Management for Pervasive Computing
- Distributed Database Management
- Middleware Computing
- Internet of Things
- Cloud and Grid Computing
- Data Warehousing and Mining
Research Experience
Graduate Research Assistant (2019-2022)
Faculty of Computing, University Malaysia Pahang
Doctoral Research Fellow (2019-2022)
Institute of Postgraduate Studies, University Malaysia Pahang
Honors and Awards
- Best Paper Award at ICOTEN-ICOICS21 for "Awareness to Deepfake: A resistance mechanism to Deepfake" paper
- Bronze Winner at Malaysia Technology Expo 2020 for COVSIS project
- Bronze Winner at CITREX 2020 for A MACHINE LEARNING BASED TRUST MANAGEMENT MODEL FOR CYBER-PHYSICAL PRODUCTION SYSTEM
- Graduate Research Scheme (GRS) at UMP
- Doctoral Research Scheme (DRS) at UMP
- Magna Cum Laude in Master of Science
Grants
1. Trans-Disciplinary Research Grant Scheme from the Ministry of Higher Education Malaysia titled: An Artificial Neural Network Sine Cosine Algorithm-based Hybrid Prediction Model for the Production of Cellulose Nanocrystals from Oil Palm Empty Fruit Bunch TRGS/1/2018/UMP/01/1/4 (RDU191801-4)
2. RDU190307, COLLABORATIVE FILTERING BASED RECOMMENDATION SYSTEMS USING K-NEAREST NEIGHBOUR IN SELECTING UNIVERSITY COURSE
Journal Papers
1. IoT (Internet of Things) - Based Smart Garbage Management System: A Proposal for major Cities of Bangladesh
AIUB Journal of Science and Engineering (AJSE), Vol 19 No 1 (2020), pp.33-40, ISSN: 1608-3679 (print) 2520–4890 (Online)
DOI: 10.53799/ajse.v19i1.55
2. Demography of Startup Software Companies: An Empirical Investigation on the Success and Failure
International Journal of Computer Applications, Foundation of Computer Science (FCS), NY, USA, Volume 176 - Number 29, pp.1-8, Year of Publication: 2020, ISBN : 973-93-80901-13-2
DOI: 10.5120/ijca2020920313
3. Intelligent Tour Planning System using Crowd Sourced Data
International Journal of Education and Management Engineering(IJEME), Vol.8, No.1, pp.22-29, ISSN: 2305-3623 (Print), ISSN: 2305-8463 (Online), Year 2018
DOI: 10.5815/ijeme.2018.01.03
4. Simple Approach to Traffic Update System
International Journal of Computer Applications, Foundation of Computer Science (IJCA), Volume 118, ISSN 0975 – 8887, Year 2015
DOI: 10.5120/20739-3118
5. Face Recognition using Eigenfaces
International Journal of Computer Applications, Foundation of Computer Science (IJCA), Volume 118, ISSN 0975 – 8887, Year 2015
DOI: 10.5120/20740-3119
Conferences
1. Comparison of document similarity algorithms in extracting document keywords from an academic paper
2021 International Conference on Software Engineering & Computer Systems and 4th International Conference on Computational Science and Information Management (ICSECS-ICOCSIM), 24-26 Aug. 2021, Pekan, Malaysia
doi 10.1109/ICSECS52883.2021.00121
2. Awareness to Deepfake: A resistance mechanism to Deepfake
2021 International Congress of Advanced Technology and Engineering (ICOTEN), 4-5 July 2021, Taiz, Yemen
doi 10.1109/ICOTEN52080.2021.9493549
3. Performance comparison of HTTP/2 for Common E-Commerce Web Frameworks with Traditional HTTP
Journal of Physics: Conference Series, Volume 1529, The 2nd Joint International Conference on Emerging Computing Technology and Sports (JICETS) 2019 25-27 November 2019, Bandung, Indonesia
doi 10.1088/1742-6596/1529/5/052023
4. A Geofencing-based Recent Trends Identification from Twitter Data
The 6th International Conference on Software Engineering & Computer Systems 25-27 September 2019, Pahang, Malaysia
doi https://doi.org/10.1088/1757-899X/769/1/012008
5. Location, Context and Device aware Framework (LCDF): A unified Framework for Mobile Data Management
ICCA 2020: Proceedings of the International Conference on Computing Advancements, January 2020
doi https://doi.org/10.1145/3377049.3377134
6. IoT Based Healthcare Middleware
ICCA 2020: Proceedings of the International Conference on Computing Advancements, January 2020
doi https://doi.org/10.1145/3377049.3377132
7. The issues and the possible solutions for implementing self-driving cars in bangladesh
Humanitarian Technology Conference (R10-HTC), 2017 IEEE Region 10, 2017, Dhaka, Bangladesh
doi 10.1109/R10-HTC.2017.8288950
8. SHIMPG: Simple Human Interaction with Machine using Physical Gesture
International Conference on Control, Automation, Robotics & Vision (ICARCV), 2014, Singapore
doi 10.1109/ICARCV.2014.7064322
9. Cricket Shot Classification Using Motion Vector
International Conference on Computing Technology and Information Management (ICCTIM), 2015, Universiti Tun Hussein Onn, Malaysia
doi 10.1109/ICCTIM.2015.7224605
10. Optimized Tracking using VAIT for Moving Objects
International Conference on Computing Technology and Information Management (ICCTIM), 2015, Universiti Tun Hussein Onn, Malaysia
doi 10.1109/ICCTIM.2015.7224604
Book / Chapters
Practical Cryptography: Algorithms and Implementations Using C++
Chapter: Chapter 6: Advanced Encryption Standard
ISBN: 9781482228892
Publisher: Auerbach Publications
Publishing Year: 2014
Blockchain in Data Analytics
Chapter: Chapter 1: Introduction to Blockchain
ISBN: 978-1-5275-4429-1
Publisher: CAMBRIDGE SCHOLARS PUBLISHING
Publishing Year: 2020
Technical Skills
Programming languages and mathematical packages:
Python, Php, Matlab, C, Bash, Tensorflow, Pytorch, Keras
Database:
SQL, GraphDB, SPARQL
Other:
SPSS, Excel, matplotlib, Linux (openSUSE, Ubuntu), Mac OS, Windows OS
Languages
Bengali
Native language
English
Advanced
C1
References
Dr. Junaida Sulaiman
Senior Lecturer, FSKKP, UMP
E-mail: junaida@ump.edu.my
Nature of Contact: Doctoral Thesis Supervisor
Dr. Mashiour Rahman
Associate Dean (In charge)
Faculty of Science and Information Technology
American International University-Bangladesh (AIUB).
E-mail: mashiour@aiub.edu
Nature of Contact: Academic & Professional
Dr. Dip Nandi
Director
Faculty of Science and Information Technology
American International University-Bangladesh (AIUB).
E-mail: dip.nandi@aiub.edu
Nature of Contact: Academic & Professional
Timeline
Assistant Professor, Computer Science
American International University-Bangladesh (AIUB)
2015.11 - Current
Lecturer, Computer Science
American International University-Bangladesh (AIUB)
2013.02 - 2015.10
Lecturer, Computer Science
Bangladesh University
2012.04 - 2013.01
Associate System Engineer
Aamra Technologies Limited
2012.01 - 2012.03
Ph.D. - Information System
University Malaysia Pahang
Master of Science - Information And Database Management
American International University-Bangladesh(AIUB)
Bachelor of Science - Computer Information System
American International University-Bangladesh(AIUB)
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