SUMMERY


Research enthusiast with two years of teaching experience. Confident in working on different branches of machine learning, deep learning and artificial intelligence. Goal is to bring new knowledge into the world.

JOB EXPERIENCE


November 2019 – Present Lecturer
Department of Computer Science & Engineering
Rajshahi University of Engineering & Technology (RUET), Bangladesh
February 2019 – September 2019 Lecturer
Department of Computer Science & Engineering
United International University (UIU), Bangladesh

ACADEMIC BACKGROUND


2019-Present M.Sc. in Computer Science & Engineering
Rajshahi University of Engineering & Technology (RUET), Bangladesh
CGPA: 3.88 / 4.00 (running) Grade Sheets
Thesis: Post-translational Modification Prediction in Proteins.
Supervisor: Prof. Dr. Boshir Ahmed, Email: boshir@cse.ruet.ac.bd


2014-2018


B.Sc. in Computer Science & Engineering
Rajshahi University of Engineering & Technology (RUET), Bangladesh
CGPA: 3.96/ 4.00, First Class with Honors (First Merit Position) Certificate, Transcript & Grade Sheets
Thesis: Prediction of Lysine Glycation PTM site in Protein using Peptide Sequence Evolution based Features, 2017-18
Supervisor: Dr. Md. Al Mehedi Hasan (Professor)


2012-2013


Higher School Certificate
Mahmudul Hasan Adarsha College, Tangail, Bangladesh
GPA: 5.00/ 5.00 Certificate & Grade Sheet


2010-2011


Secondary School Certificate
Bindubashini Govt. Boys' Hight School, Tangail, Bangladesh
GPA: 5.00/ 5.00 Certificate & Grade Sheet

Standardized Examinations


GRE

Score: 303 (Verbal: 146, Quant: 157, AWA: 3.5) Download

Language Proficiency

Bengali: Native Language
English: IELTS Score Overall: 7 (Speaking: 8.0, Reading: 7.0, Writing: 6.5, Speaking: 6.5) Download

AWARDS


University Gold Medal
Awarded by the President of Bangladesh for holding the first merit position in the department. Certificate

Best Student Award
Awarded by the Vice-chancellor of RUET for the excellent academic score. Certificate

RESEARCH INTEREST


PUBLICATIONS


Citations:18 h-index:3

    Journals

  1. M. E. Arafat, M. W. Ahmad, S. M. Shovan, A. Dehzangi, S. R. Dipta, M. A. M. Hasan, G. Taherzadeh, S. Shatabda, and A. Sharma, “Accurately Predicting Glutarylation Sites Using Sequential Bi-Peptide-Based Evolutionary Features,” Genes, vol. 11, no. 9, p. 1023, Aug. 2020, doi: 10.3390/genes11091023.

  2. S. Ahmed, A. Rahman, M. A. Hasan, S. Ahmad, and S. M. Shovan, “Computational identification of multiple lysine PTM sites by analyzing the instance hardness and feature importance,” Scientific Reports, vol. 11, no. 1, 2021.

  3. Conferences

  4. S. M. Shovan and M. A. M. Hasan, "Prediction of Lysine Glycation PTM site in Protein using peptide sequence evolution based features", 2019 International Conference on Electrical, Computer and Communication Engineering (ECCE), Cox'sBazar, Bangladesh, 2019, pp. 1-5, doi: 10.1109/ECACE.2019.8679407.

  5. Husnul Abid, Nusrat Jahan Jenny, S. M. Shovan, "Improved Identification Performance of Lysine Glycation PTM using PSI-BLAST," 2020 IEEE Region 10 Symposium (TENSYMP), Dhaka, Bangladesh, 2020, pp. 18-21, doi: 10.1109/TENSYMP50017.2020.9231035.

  6. Md Wakil Ahmad, Md Easin Arafat, S. M. Shovan, Mahtab Uddin, Omar Faruq Osama, "Enhanced Prediction of Lysine Propionylation Sites using Bi-peptide Evolutionary Features Resolving Data Imbalance," 2020 IEEE Region 10 Symposium (TENSYMP), Dhaka, Bangladesh, 2020, pp. 1668-1671, doi: 10.1109/TENSYMP50017.2020.9230466.

  7. S. M. Shovan, M. A. Hasan, and M. R. Islam, “Accurate Prediction of Formylation PTM Site using Multiple Feature Fusion with LightGBM Resolving Data Imbalance Issue,” 2020 23rd International Conference on Computer and Information Technology (ICCIT), 2020.

  8. S. M. Shovan, M. Al Mehedi Hasan, and M. R. Islam, “Improved Prediction of Glutarylation PTM Site using Evolutionary Features with LightGBM Resolving Data Imbalance Issue,” 2021 International Conference on Information and Communication Technology for Sustainable Development (ICICT4SD), 2021.

  9. M. R. Islam, A. Matin, M. Nahiduzzaman, M. S. Siddiquee, F. M. Hasnain, S. M. Shovan, and T. Hasan, “A Novel Deep Convolutional Neural Network Model for Detection of Parkinson Disease by Analysing the Spiral Drawing,” Algorithms for Intelligent Systems, pp. 155–165, 2021.

  10. Under Review

  11. Title: Most Dominant Metabolomic Biomarkers Identification for Lung Cancer. (Journal: Computer Methods and Programs in Biomedicine - Q1).

  12. Title: Multi-class Cancer Classification and Biomarker Identification from RNA-Seq Gene Expression Data. (Journal: PLOS ONE - Q1).

  13. Title: iMul-kSite: Computational Identification of Multiple Lysine PTM Sites by Analyzing the Instance Hardness and Feature Importance. (Journal: Scientific Reports - Q1).

  14. Title: Introducing An Optimized Sorting Algorithm Ensuring Lower Runtime and Memory Usage Than Traditional Natural Merge Algorithms.

  15. Title: Enhanced Prediction of the Diagnosis of Liver, Diabetics and Breast Cancer using various classification techniques resolving data imbalance issue

  16. Ongoing Projects

    Funded Project

  17. University Grant Commission (UGC), Bangladesh funded research project on "Proteomics" approved by RUET

  18. Currently Leading

  19. Indian Liver Patient Disease Prediction

  20. DNA Binding Protein Prediction

  21. Heart Disease Prediction

  22. Post-translational Modification Identification

  23. Protein Function Prediction

CERTIFICATIONS


2020 Deep Learning Specialization
Issuing Organization: Coursera, Credential ID: UR33QPWUW4DR
2020 Emerging Technologies Workshop: Network Programmability with Cisco APIC-EM
Issuing Organization: Cisco
2017 Machine Learning
Issuing Organization: Coursera, Credential ID: 3X8GA5KEARH9

ACADEMIC PROJECT EXPERIENCE


2018 Hardware: Logging Real-time Temperature and Humidity from Environment
A temperature and humidity monitoring tool sensed using raspberry Pi and sensors.
github.com/SMShovan/temphumpro
2018 Graphics: Eve-teasing Consciousness
An OpenGL graphics project created for spreading consciousness in societies.
github.com/SMShovan/EveTeasingGraphcisCpp
2017 Web Development: Blood Donation
A website for connecting the blood donors and needers.
github.com/SMShovan/Blood-Donation-web-project
2016 OOP: A Flag Identification Quiz and Learning App
A Java based quiz app developed for learning and testing flags around globe.
github.com/SMShovan/Identify-Flags

Programming Language Skills


General Languages

FB Li RG RG RG RG

Web Technologies

FB Li RG RG RG RG

Databases

FB Li

Administration & Scripting

FB Li

FAMILY BACKGROUND


Father S.M. Afaz Uddin
Freedom Fighter
Retired Additional Director, Agricultural Department
Mother Kh. Maleka Shirin
Achiever of Ratnagarva Award
Homemaker
Brother Dr. S M Sohan, Ph.D, University of Calgary
Graduation: Computer Science & Engineering, BUET
Principal Engineering Manager, Microsoft, Canada
Former Manager III, Software Engineering, Cisco, Canada
Sister Doctor Sumana Shifat
MBBS (Mymensingh medical college), FCPS (Obs and Gynae), BCS (Health)
Medical officer,Shaheed Suhrawardy Medical College Hospital, Dhaka.
Sister-in-law Shahana Bintey Kabir
Graduation: Electrical and Electronic Engineering (EEE), BUET
Former Research Associate, University of Calgary
Brother-in-law Md Abuboker Siddique
L.L.B, L.L.M (Chittagong University)
Additonal Chief Metropolitan Magistrate,Dhaka

CONFERENCE ATTENDED


June 2020 IEEE Region 10 Symposium (TENSYMP) 2020
Organized by. IEEE Bangladesh Section
December 2019 International Conference on Electrical, Computer & Telecommunication
Organized by, Faculty of Electrical & Computer Engineering, RUET, Bangladesh
February 2019 International Conference on Electrical, Computer and Communication Engineering
Organized by, Faculty of Electrical & Computer Engineering, CUET, Bangladesh

REVIEWER


2021 INT'L CONFERENCE ON BANGABANDHU AND DIGITAL BANGLADESH
https://icbbdb.com
2020 2nd International Conference on ADVANCED INFORMATION AND COMMUNICATION TECHNOLOGY
http://icaict.uiu.ac.bd

Speaker in Seminar


2021 Bio-Bio-1 Seminar in interdisciplinary field
https://fb.watch/8pw7D0EEmD/

REFERENCES


  • Md. Al Mehedi Hasan, Professor, Department of Computer Science & Engineering, Rajshahi University of Engineering & Technology, Rajshahi, Bangladesh (Supervisor). Email: mehedi_ru@yahoo.com, Cell: +88-01712205360

  • Dr. Md. Rabiul Islam, Professor, Department of Computer Science & Engineering, Rajshahi University of Engineering & Technology, Rajshahi, Bangladesh (Teacher). Email: rabiul_cse@cse.ruet.ac.bd, Cell: +88-0171541 8938

  • Dr. A H M Sarowar Sattar, Professor, Department of Computer Science & Engineering, Rajshahi University of Engineering & Technology, Rajshahi, Bangladesh (Teacher), Email: sarowar@cse.ruet.ac.bd, Cell: +88-01761325290

  • Swakkhar Shatabda, Associate Professor, Department of Computer Science and Engineering (CSE), United International University (UIU), Dhaka, Bangladesh (Co-author and former colleague). Email: swakkhar@cse.uiu.ac.bd, Cell: +88-01776195310

GALLERY