MD Abdullah Al Nasim

Researcher | Technologist | Strategist Leader | Mentor | Innovator | Entrepreneur

A passionate and innovative professional with expertise in AI, Machine Learning, Data Science. With a strong academic background and extensive hands-on experience, I have led numerous cutting-edge projects and received awards like the BASIS National ICT Awards and an APICTA nomination. My work spans research, leadership, and mentoring, all aimed at driving technological advancements and fostering a collaborative environment for future tech enthusiasts.

Google Scholar

About Me

A dedicated researcher with a robust background in Computer Science and Engineering from Ahsanullah University of Science and Technology. My research focuses on Data Science, AI, and Machine Learning. I have published papers in top-tier conferences like WACV and ICMLA, and my work has been recognized with awards such as the BASIS National ICT Awards and an APICTA nomination. As a researcher, technologist, and leader, I strive to drive technological advancements and foster a collaborative environment for future tech enthusiasts. Whether pursuing groundbreaking research, leading tech teams, or steering organizational growth, I am dedicated to pushing the boundaries of technology and innovation.

Education

My academic background has provided a solid foundation for my research and professional work.

Bachelor of Science in Computer Science and Engineering

Ahsanullah University of Science and Technology

Completion Year: August 2020
: won National Hackathon, won 8+ Software Competition, Judge on Software Competition, Judge on local Hult Prize

Higher Secondary Certificate in Science [A-Level(similar)]

Govt. Science College (Dhaka, Bangladesh)

Completion Year: 2014
Result: GPA 5.00(on a scale of 5.00)
: Higher Secondary Scholarship

Secondary School Certificate in Science [O-Level(similar)]

Comilla Modern High School

Completion Year: 2012
Result: GPA 5.00(on a scale of 5.00)
: Champion Bangladesh Math Olympiad, Primary Scholarship, Junior Scholarship, Secondary Scholarship.

Research & Publications

My research has been recognized at top-tier conferences like WACV and ICMLA, similarly I have published multiple papers. My broad research interests include:

Machine Learning

Natural Language Processing (NLP):Large Language Model(LLM), Applications.

Computer Vision: Image Analysis, Medical Imaging, Applications.

Publications

MD Abdullah Al Nasim, Abdullah Al Munem, Maksuda Islam, Md Aminul Haque Palash, MD. Mahim Anjum Haque, and Faisal Muhammad Shah.
Brain Tumor Segmentation using Enhanced U-Net Model with Empirical Analysis.
2022 ICCIT ( 25th International Conference on Computer and Information Technology)
Cite(BibTeX)Slide Pdf Code
Md Aminul Haque Palash, Akib Khan, Kawsarul Islam, MD Abdullah Al Nasim, and Ryan Mohammad Bin Shahjahan.
Incongruity Detection between Bangla News Headline and Body Content through Graph Neural Network.
2023 The Fourth Industrial Revolution and Beyond: Select Proceedings of IC4IR+.
Cite(BibTeX)Pdf
Alif Ashrafee, Akib Mohammed Khan, Mohammad Sabik Irbaz, MD Abdullah Al Nasim.
Real-time Bangla License Plate Recognition System for Low Resource Video-based Applications.
2022 Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision
Cite(BibTeX)Slide Pdf
Md Aminul Haque Palash, MD Abdullah Al Nasim, Sourav Saha, Faria Afrin, Raisa Mallik and Sathishkumar Samiappan.
Bangla Image Caption Generation through CNN-Transformer based Encoder-Decoder Network.
2021 IC4IR (International Conference on Fourth Industrial Revolution)
Cite(BibTeX)Pdf Code
MD Abdullah Al Nasim, Atiqul Islam Chowdhury, Jannatun Naeem Muna, and Faisal Muhammad Shah.
An automated approach for the recognition of bengali license plates.
2021 International Conference on Electronics, Communications and Information Technology (ICECIT)
Cite(BibTeX)Slide Pdf
MD Abdullah Al Nasim, Refat E Ferdous, Mahim Anzum Haque Pantho, Atiqul Islam Chowdhury.
A Comparative Analysis on Bangla Handwritten Digit Recognition with Data Augmentation and Non-Augmentation Process.
2020 International Congress on Human-Computer Interaction, Optimization and Robotic Applications (HORA).
Cite(BibTeX)Pdf Presentation Code
Md Aminul Haque Palash, MD Abdullah Al Nasim, Aditi Dhali, Faria Afrin
Fine-Grained Image Generation from Bangla Text Description using Attentional Generative Adversarial Network
2021 RAAICON (IEEE International Conference on Robotics, Automation, Artificial-Intelligence and Internet-of-Things)
Cite(BibTeX)Pdf Code
Tonmoy Hossain, Fairuz Shadmani Shishir, Mohsena Ashraf, MD Abdullah Al Nasim, Faisal Muhammad Shah.
Brain Tumor Detection Using Convolutional Neural Network
2019 1st international conference on advances in science, engineering and robotics technology (ICASERT).
Cite(BibTeX)Slide Pdf Code
Fahim Shahriar Khan, Mueeze Al Mushabbir, Mohammad Sabik Irbaz, MD Abdullah Al Nasim.
End-to-End Natural Language Understanding Pipeline for Bangla Conversational Agents.
2021 (ICMLA) IEEE INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND APPLICATIONS
Cite(BibTeX)Slide Pdf
Mohammad Sabik Irbaz, MD Abdullah Al Nasim and Refat E Ferdous
Real-time Face Recognition System for Remote Employee Tracking.
2022 Proceedings of the International Conference on Big Data, IoT, and Machine Learning.
Cite(BibTeX)Pdf

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Springer Books

Data Driven Approaches on Medical Imaging
2023 Contributed 7 chapters out of 10 as an Author
Chapter 1 Chapter 2 Chapter 3 Chapter 5 Chapter 6 Chapter 8 Chapter 10

Research Paper Peer Review

IEEE

IEEE Access, ICCIT

Projects

My project portfolio includes a range of academic and professional initiatives.

AI & Machine Learning Projects

Digital BotAn academic ChatBot for Bangladeshi Student.Technology: Vector DB(pinecone), AWS lightsail, AWS S3, AWS amplify, Django Rest Framework, FAST API, Sentence Embedding( ML Model), transformer learning(ML Model), Next JS
Vehicle Plate DetectML Technology: Yolo Model, CNN Model
Face Recognition ProjectML technology: Convolution Neural Network

Projects Slide

Online Education
A Soft Computing Based Customer Lifetime Value Classifier for Digital Retail Businesses.Conference Paper Slide, IEEE, USA
Microsoft Imagine cup 2019
Interview - Amar iSchool
Data Flow Diagram - Amar iSchool

Project Presentation Speech

Competitions & Achievements

I have actively participated in and won several prestigious competitions.

Awards & Recognitions

Professional Experience

In my professional journey, I have held various roles that have honed my leadership and technical skills. I have led teams, managed complex projects, and contributed to significant advancements in technology.

Founder

Pioneer Alpha, Bangladesh

Pioneer Alpha is an emerging R&D-based Software Company that provides IT-enabled products and services.

Timeline: January 2020 - Present
Responsibilities: Increased small business communication solution by developing Bangla Chatbot using NLP for intent classification and entity extraction which achieves reasonable performance.
Tracking employees by real-time face recognition
Solving the Bangla handwritten problem by developing Bangla handwritten Digit Recog- nition System using CNN
Recognizing Bangla license plate in real-time from video using YOLOv3, MobileNet SSDv2, OTSU thresholding.

Founder

Amar iSchool, Bangladesh

Amar iSchool is an online educational platform aimed at reducing the skill gap in the Bangladeshi job market. The courses align with the 4th Industrial Revolution and STEM curriculum, supporting the nation’s progress towards the Sustainable Development Goals (SDG) 2030.

Timeline: August 2019 - Present
Responsibilities: Making easy the lesson by taking Machine Learning Course in Bangla Language.
Researched on EdTech and Developing a solution for the edTech Market.

AI Developer

Grameenphone, Bangladesh

Grameenphone is the largest telecommunication in Bangladesh

Timeline: October 2019 - December 2019
Responsibilities: Reduced customer waiting time by developing Bangla Chatbot using NLP.

Machine Learning Engineer (Intern)

NybSys, Bangladesh

NybSys is a dynamic and fast-growing technology solution provider with a global presence in the United States of America, Canada, Australia, Singapore, and Bangladesh.

Timeline: October 2018 - December 2018
Responsibilities: Solving an internal problem by recognizing Face from video using ArcNet, FaceNet, Flask.

Technical Skills

I am proficient in a wide range of programming languages, machine learning libraries, and frameworks, including:

Programming

Python

Skilled in Python for the purpose of analysing data, developing machine learning algorithms, and creating artificial intelligence applications. Crucial for conducting research and executing initiatives.

C, C++, Java, JavaScript

C++ problem-solving; Java's OOP concept implementation; JavaScript for server-side applications.

HTML, XML, CSS

Used for undergraduate projects

Libraries (Machine Learning)

Keras, Pytorch, Scikit-Learn, OpenCV

Know how to use Keras to work and test deep learning models, PyTorch to create machine learning applications that are flexible and dynamic, Scikit-Learn to quickly mine and analyse data, and adept in OpenCV for advanced image and video processing.

Framework

Django, Flask

Proficient in the development of scalable web applications using Flask and Django.

API

Rest

Skilled in developing and utilizing REST APIs for creating and integrating scalable and efficient web services.

Database

MySQL, VectorDB

Knowledge in utilizing Vector DB for efficient indexing and dimension reduction, and MySQL for efficient data storage, management, and retrieval.

Cloud (AWS)

EC2, lightsail, S3, VPC, AWS shield, SageMaker, Route 53

AWS cloud knowledge, including expertise in EC2 for scalable computing, Route 53 for Domain Management, Lightsail for simple cloud deployment, S3 for secure and scalable storage, VPC for isolated cloud resources, AWS Shield for DDoS protection, and SageMaker for building, training, and deploying machine learning models.

Writing and Coding Tools

Git, LATEX

worked in GitHub for collaborative development; proficient in LaTeX, utilizing it for creating well-structured and professionally formatted academic documents, research papers.

Teaching & Mentoring

I am committed to sharing my knowledge through teaching and mentorship.

Online Teaching

IT Consultant

HulkenSteinHulkenstein.com is an educational platform in Bangladesh that provides online courses, eBooks, and learning resources for SSC and HSC students, aimed at enhancing their academic performance through innovative and accessible content.
TDH BangladeshTerre des hommes (Tdh) has been active in Bangladesh for over 40 years, focusing on improving the well-being and rights of children through innovative programs in health, migration, and access to justice, and providing crucial support in emergencies such as the Rohingya refugee crisis in Cox's Bazar.
DiagnoSmartDiagnoSmart.app is a platform that combines the latest diagnostic technology, AI analysis, and community connections to provide affordable and accurate health tests, aiming to improve healthcare access in Bangladesh.

Workshops & Seminars

Speaker at seminars on Machine Learning techniques

Community Involvement

I actively contribute to my community through various initiatives and volunteer work.

Volunteering

Organizer of local tech meetups and hackathons
Trainer | Bangladesh Physics Olympiad, Bangladesh

Community Projects

Coordinated a tech outreach program to inspire young students

Organizations & Clubs

Books

I am also an author and have written books on various topics in computer science.

Published Books

৫৫টি প্রোগ্রামিং সমস্যা ও সমাধান

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