Md. Murad Hossain

Doctoral Student in Modeling and Data Science at Università degli Studi di Torino



Md. Murad HossainResearch Area: Data Science in NLP(Sentiment Analysis)md.hossain50@edu.unito.it

Ph.D.Research Student (02/10/2020 to continue)

Major Research Area: NLP(Sentiment Analysis), Machine learning, statistical computations

Advisor: Professor Luca Anselma & Prof. Alessandro Mazzei, Dipartimento di Informatica, Università di Torino,Italy.

Program Coordinator: Prof. Laura Lea Sacerdote.

Former Work Experience:

20/04/2018–Present: Assistant professor (On study leave)Bangabandhu Sheikh Mujibur Rahman Science and Technology University (BSMRSTU), Gopalganj (Bangladesh)

Main Duties: Taking classes, supervising thesis and project report students, Evaluating the answer scripts, preparing results, Maintaining the responsibility of an Exam committee as a chairman or member, administrative work, Counseling with students.


14/02/2016–19/04/2018: Lecturer, Bangabandhu Sheikh Mujibur Rahman Science and Technology University (BSMRSTU), Gopalganj (Bangladesh)

Main Duties: Taking classes, supervising thesis and project report students, Evaluating the answer scripts, preparing results, Maintaining the responsibility of an Exam committee as a chairman or member, Administrative work, Counseling with students.

22/02/2014–30/10/2015:Lecturer, Bangladesh University of Business and Technology (BUBT), Dhaka (Bangladesh)

Main Duties: Taking classes, Evaluating the answer scripts, Preparing results, administrative work, Counseling with students.

27/10/2013–20/02/2014: Statistician, Center for Injury Prevention Research, Bangladesh, Dhaka (Bangladesh)

Main Duties: Data Analysis, supervising data entry operator, monitoring field-level data collector, supervisor, presenting report and summary on ongoing survey and data, solving the data-related problems.

13/05/2013–30/09/2013: Graduate Teaching Assistant (GTA),

East-West University, Bangladesh (EWUB), Dhaka (Bangladesh)

Main Duties: Taking lab classes with the uses of SPSS software, Solving and counseling with students about the statistical problem.

EDUCATIONAL QUALIFICATION :

01/10/2011–31/05/2013 Master of Science

Jahangirnagar University, Savar, Dhaka (Bangladesh)

Statistics

Secured GPA: 3.71 (out of 4.00)

29/03/2007–30/09/2011 Bachelor of Science

Jahangirnagar University, Savar, Dhaka (Bangladesh)

Statistics

Secured GPA: 3.68 (out of 4.00)


01/08/2004–07/09/2006 Higher Secondary certificate

Govt. Yasin College, Faridpur (Bangladesh)

Group: Science

Secured GPA: 4.60 (out of 5.00)

01/01/2002–26/06/2004 Secondary School Certificate

Char Hazi Gonj High School, Faridpur (Bangladesh)

Group: Science

Secured GPA: 4.94 (out of 5.00)

Achievements :

2011-2011

General scholarship by the Jahangirnagar University for B.Sc. final year result. 2007-2010

Merit Scholarship by the Jahangirnagar University for B.Sc. 1st, 2nd and, 3rd year Honors Result. 2004-2005

Government Scholarship by the Board of Intermediate and Secondary Education, Dhaka, Bangladesh.

1999-2001

Government general Scholarship by the primary education board of Bangladesh.

Research and Publications:

Published Research Article:

  1. K. Fatema, Muhammad Habibullah Alamin,M. Zahid Hasan, M. Murad Hossain,” Analyzing the Best Fitted Probabilistic Model for the Seasonal Rainfall Data in Khulna Region of Bangladesh” European Journal of Statistics 2021-12-10 , Journal article, DOI: 10.28924/ada/stat.2.5

  2. Hossain, M.M.; Asadullah, M.; Rahaman, A.; Miah, M.S.; Hasan, M.Z.; Paul, T.; Hossain, M.A. Prediction on Domestic Violence in Bangladesh during the COVID-19 Outbreak Using Machine Learning Methods. Appl. Syst. Innov. 2021, 4, 77. https://doi.org/10.3390/asi4040077

  3. Md. Murad Hossain, Salman Khurshid, K. Fatema, M. Zahid Hasan, Mohammad Kamal Hossain (2021). Analysis and Prediction of Heart Disease Using Machine Learning and Data Mining Techniques. Canadian Journal of Medicine, 3(1), 36-44. DOI: 10.33844/cjm.2021.60500

  4. Hossain, Md Murad, Syeda Nazmun Nahar, and Md Minhajul Islam. "Factors Affecting Birth Weight of a Newborn–A Community Based Study in Gopalganj, Bangladesh." (2021).

  5. Hasan, M. Z., Hossian, M. A., Sultana, M., Fatema, K., & Hossain, M. M. (2019). A New Modified Product Estimator for Estimation of Population Mean When Median of the Auxiliary Variable Is Known. Int. J. Sci. Res. in Mathematical and Statistical Sciences Vol, 6.

  6. Sabrina Rahaman1, Md. Murad Hossain1*, Fahima Akter Ankhi2 and Madhusudan Roy "Measuring the Caesarean Risk Factors in Bangladesh by Using Binary Logistic Regression Model" Asian Journal of Probability and Statistics 3(3): 1-11, 2019; Article no.AJPAS.47794

  7. Md. Salauddin Khan1 , Masudul Islam1,2, Sajal Adhikary1 , Md. Murad Hossain3, Sohani Afroja1" Analysis and Predictions of Seasonal Affected Weather Variablesof Bangladesh: SARIMA Models vs. Traditional Models" International Journal of Business and Management; Vol. 13, No.12; 2018 ISSN 1833-3850 E-ISSN 1833-8119 Published by Canadian Center of Science and Education

  8. Md. Murad Hossain1, Md. Rana Ahmed2, Md. Zahid Hasan3 and Sabrina Rahaman4, "Factors associated with Socio-economic Condition of New Born Child and Mother Care of Bangladesh" International Journal of Academic and Applied Research (IJAAR) ISSN: 2000-005XVol. 2 Issue 8, August 2018, Pages: 11-17

  9. Md. Jahirul Islam, Md. Murad Hossain, Sabrina Rahaman & Md. Zahid Hasan, "Factors Determining Knowledge of HIV/AIDS among Bangladeshi Women" Global Journal of Medical Research: K Interdisciplinary Volume 18 Issue 4 Version 1.0 Year 2018 Type: Double Blind Peer Reviewed International Research Journal Publisher: Global Journals Online ISSN: 2249-4618 & Print ISSN: 0975-588

  10. Md. Murad Hossain1*, Md. Jahirul Islam2, Biplab Biswas1and Mohammad Kamal Hossain, (2017), "The Impact of Students Socio-economic Condition on Academic Performance in Public and National University of Bangladesh" Asian Research Journal of Mathematics7(3): XX-XX, 2017; Article no.ARJOM.37650

  11. Biplab Biswasa*, Md. Murad Hossain b, Mohammad Kamal Hossainc, (2017) "Application of Binary Logistic Regression Model for Assessing the Caesarean Risk Factors in Bangladesh: A Case Study of Khulna and Gopalganj District 'American Scientific Research Journal for Engineering, Technology, and Sciences (ASRJETS) ISSN (Print) 2313- 4410, ISSN (Online) 2313-4402 Global Society of Scientific Research and Researchers http://asrjetsjournal.org

  12. Md. Siddikur Rahman1, H. M. Simon1 and Md. Murad Hossain2, (2016), "An Empirical Analysis of Weak Form Market Efficiency: Evidence from Chittagong Stock Exchange (CSE) of Bangladesh " J. Stat. Appl. Pro. 5, No. 3,535-542 (2016) 535, Journal of Statistics Applications & Probability An International Journal http://dx.doi.org/10.18576/jsap/050317

Published Book

1. Md. Murad Hossain, Rumana Rois(2013) "An Application of Branching Process in Multi-Level Marketing(MLM) A book publication on LAP Lambert Academic Publishing

M.Sc. Thesis

1. Md. Murad Hossain (2012), " On The Use of Branching Process in Multi-Level Marketing (MLM) in the Context of Bangladesh", M.S. thesis, Jahangirnagar University, Savar, Dhaka-1342, Bangladesh.

Conference Paper:

1. Md.Jahirul Islam, Md. Murad Hossain(2018), "The Relationship and Risk factors Associated with Hypertension in Bangladeshi people. 1st National Conference on Application of Statistics on Sustainable Development goals, Department of Statistics, MBSTU, Bangladesh. Dated: 24.09.2018

2. Md. Murad Hossain Salman Khurshid(2019) "Diagnosis and prediction of heart disease using machine learning and data mining techniques"2nd International Conference on Applied Statistics 2019 ISRT, University of Dhaka(ICAS-2019)[P-108-CP-12]

3. Md. Murad Hossain Salman Khurshid(2019) "Using machine learning algorithm: “Analysis and prediction of diabetes"2nd International Conference on Applied Statistics 2019 ISRT, University of Dhaka(ICAS-2019)[P-095-CO-26]

Featured Certifications:

  1. 2021Natural Language Processing in python for Beginners

  2. Introduction to Spacy for Natural Language Processing

  3. Big Data Analysis with Pandas Data Frame

  4. Natural Language Processing Real-world Projects in python

  5. Python Masterclass: Python 3 programming for Beginners

  6. Google Data Studio A-Z for Data Visualization and Dashboard

  7. Data Mining with Python