Nasimul Hasan
Master's Student @ UJN
Research Assistant @ NBIC, UJN
~
Research Interest
• NLP • Vision • Data Mining • Data Science
• Machine Learning
I am Nasimul Hasan, seeking PhD position in Computer Science and Technology with a focus on Machine Learning/Deep Learning Application. During my Master's studies, I have been engaged in a research project where I worked on using Machine Learning for Malware Detection. My interest lies in using Machine Learning techniques to solve problems related to Cybersecurity and Data Science. I am highly motivated to pursue a PhD program in the field of Computer Science and Technology and I believe that my background and research experience will be a good fit for the program. I am excited about the opportunity to work with esteemed professors in the field and contribute to the advancement of knowledge in this area.
| nasimulhsn [AT] outlook [DOT] com | |
| Phone | +886 132 0541 0281 |
| Address | No. 336 West Road of Nan Xinzhuang, Jinan 250022, Shandong, China |
| Languages | English, Bengali |
2019-2022
Master's Degree
University of Jinan
Computer Science and Technology
CGPA: 3.85/4.00Thesis: Research on Core Techniques in Malicious Behavior Detection from Network Flow Data
Advisor: Dr. Zhenxiang Chen
🏆
I received Fully Funded Chinese Government Scholarship for Master Studies
2012-2017
Bacholer's Degree
International Islamic University Chittagong
Computer Science and Engineering
CGPA: 2.96/4.00Thesis: Application of Data Mining and Machine Learning for Weather Forecasting: A Comprehensive Study.
Advisor: Mr. Risul Islam Rasel
Massive Open Online Course(MOOC) |
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|---|---|---|
| [This list is not in any particular order] | ||
| Deep Learning Specialization by DeepLearning.AI on Coursera [Certificate] | ||
| Machine Learning by Stanford University on Coursera [Certificate] | ||
| Creative Problem Solving by University of Minnesota on Coursera | ||
| Introduction to Public Speaking by University of Washington on Coursera | ||
| Coding the Matrix: Linear Algebra through Computer Science Applications by Brown University on Coursera | ||
| Natural Language Processing by Columbia University on Coursera | ||
| Introduction to R for Data Science by Microsoft on edX | ||
| R Programming by Johns Hopkins University on edX | ||
| Pattern Discovery in Data Mining by University of Illinois at Urbana-Champaign on Coursera | ||
| Neural Networks for Machine Learning by University of Toronto on Coursera | ||
| Introduction to Computer Science and Programming Using Python by MIT on edX | ||
| LAFF: Linear Algebra – Foundations to Frontiers by UTAustin on edX | ||
| University Teaching 101 by Johns Hopkins University on Coursera | ||
| Surveillance Law by Stanford University on Coursera | ||
| Crafting an Effective Writer: Tools of the Trade (Fundamental English Writing) by Mt. San Jacinto College on Coursera | ||
| Creativity, Innovation, and Change by The Pennsylvania State University on Coursera | ||
| Enhance Your Career and Employability Skills by University of London on Coursera | ||
| Learning How to Learn: Powerful mental tools to help you master tough subjects by University of California, San Diego on Coursera [Certificate] | ||
| Learn to Program: The Fundamentals by University of Toronto on Coursera [License] | ||
| Leading Teams by University of Michigan on Coursera [License] | ||
| The Art of Negotiation by University of California, Irvine on Coursera [License] | ||
| Effective Problem-Solving and Decision-Making by University of California, Irvine on Coursera [License] | ||
| How to Write and Publish a Scientific Paper (Project-Centered Course) by École Polytechnique on Coursera [Certificate] | ||
| Project Management Fundamentals on LinkedIn [Link] | ||
| The Manager’s Toolkit: A Practical Guide to Managing People at Work by University of London & Birkbeck, University of London on Coursera [Link] | ||
| Programming for everybody (getting started with python) by University of Michigan on Coursera [Certificate] | ||
| Calculus One by The Ohio State University on Coursera [Self Paced] | ||
| Intro to Python for Data Science Course on DataCamp | ||
| Introduction to Git for Data Science on DataCamp | ||
| Cybersecurity and Its Ten Domains by University System of Georgia on Coursera | ||
Conference Proceedings
| Hasan, Nasimul, et al. "IoT Botnet Detection framework from Network Behavior based on Extreme Learning Machine." IEEE INFOCOM 2022-IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS). IEEE, 2022. |
| Hasan, Nasimul, Nayan Chandra Nath, and Risul Islam Rasel. "A support vector regression model for forecasting rainfall." 2015 2nd international conference on electrical information and communication technologies (EICT). IEEE, 2015. |
| Hasan, Nasimul, Md Taufeeq Uddin, and Nihad Karim Chowdhury. "Automated weather event analysis with machine learning." 2016 International Conference on Innovations in Science, Engineering and Technology (ICISET). IEEE, 2016. |
| Rasel, Risul Islam, Nasrin Sultana, and Nasimul Hasan. "Financial instability analysis using ANN and feature selection technique: application to stock market price prediction." 2016 International Conference on Innovations in Science, Engineering and Technology (ICISET). IEEE, 2016. |
| Hasan, Nasimul, and Risul Islam Rasel. "Artificial neural network approach for stock price and trend prediction." International Conference on Advanced Information & Communication Technology, Bangladesh. 2016. |
Journals
| Hasan, Nasimul, Zhenxiang Chen, Yuhui Zhu, Chuan Zhao. "DAEMD- Deep Autoencoder based Malware Detection from Android Network Flows." SUBMITTED TO International Journal of Information Security and Privacy (IJISP), 3rd October,2021 |
Skills |
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|---|---|---|
| Programming Language | Python, C, R | |
| Tools | Scikit Learn, Pandas, Numpy, Matplotlib, Seaborn | |
| Environment | Windows, Linux | |
| Web | Html, css, JavaScript | |
| Typesetting | LaTeX | |
Honors and Awards |
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|---|---|---|
| 2016 | Honorary Award for the Paper ”Artificial Neural Network Approach for Stock Price and Trend Prediction”. International Conference On Advanced Information And Communication Technology (ICAICT) | |
| 2015 | Ranked top 100 in EATL Apps Competition. Bangladesh | |
| 2013 | Ranked top 5 in Idea Generation Competition in Inter University TECH-FEST2013, Organized by International Islamic University Chittagong | |
Employment History |
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|---|---|---|
| Feb 2017 - Dec 2017 | QCO Co-ordinator at Kenpark Bangladesh Apparels Pvt Ltd, Chittagong, Bangladesh | |
| Dec 2017 - Nov 2018 | Executive Quality Controller Bangladesh Pou Hung Industrial Limited, Chittagong, Bangladesh | |
| Feb 2019 - Aug 2019 | Senior Web Developer at Power Display Technologies, Chittagong, Bangladesh | |
| Sep 2019 - Present | Research Assistant at Shandong Key Laboratory of Network Based Intelligent Computing, University of Jinan, China | |
Volunteering |
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|---|---|---|
| Continuing | Course subtitle interpreter at Coursera | |
| 2016 | Volunteering member of the Hospitality Committee 1st ICISET | |
| 2015 | Convener, Programming Contest Committee, Computer Club, International Islamic University Chittagong | |
| 2014 | Publicity Secretary, Computer Club, International Islamic University Chittagong | |
| 2013 | Volunteer, Inter University TECH-FEST-2013, Organized by International Islamic University Chittagong | |
Interest |
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|---|---|---|
| Music ~ Photography ~ Table Tennis ~ Novels ~ Travel | ||
UJN ISE Thesis Template |
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| I will add a URL for the UJN ISE Thesis template in Latex here shortly | ||