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Dr. Dharmendra Pathak

Associate Professor
Department of Computer Science & Engineering (CSE)

dharmendrapathak@srmuniversity.ac.in

Education

Degree Specialization University/Institute Name, Year
Ph.D. Computer Science & Engineering Amity University Chhattisgarh, 2024
M.Tech. Information Architect & Software Engineering Devi Ahilya University (D.A.V.V.), Madhya Pradesh , 2012
B.E. Computer Science & Engineering Rajiv Gandhi Technical University (R.G.T.U.), Madhya Pradesh, 2009

Research Interests

Artificial Intelligence, Machine Learning, Cloud Computing, and Software Engineering

Current Courses Taught / Teaching Interest

  • Deep Learning
  • Machine Learning
  • Python Programming
  • Internet and Web Technology
  • Operating System
  • Cloud Computing
  • Database Management System
  • Java Programming

Academic Experience / Industrial Experience

14 years 7 months

Achievements / Awards / Recognitions

  • Qualified UGC-NET 2019 with Percentile Score 99.67
  • Qualified GATE-2015 with GATE Score-356
  • Qualified GATE-2014 with GATE Score-407 and Percentile Score 94.50
  • Qualified GATE-2010 with GATE Score-388 and Percentile Score 90.33
  • Qualified GATE-2009 with GATE Score-406 and Percentile Score 91.62
  • Secured Best Paper Presentation Award at the International Conference on Recent Advancement and Modernization in Sustainable Intelligent Technologies & Applications (RAMSITA 2025), hosted by CSIT, AITR, on February 07-08, 2025.
  • Secured First Position at Innovation Day 2021 Paper Presentation organized by Amity School of Engineering and Technology on 28 September 2021.
  • Awarded with “Excellence in Teaching” at Srijan-2019, organized by Rajiv Gandhi Technical University, Bhopal.

Selected Publications/Working Papers

Sl. No. Title of Paper Journal / Conference / Book Type of Publication Vol / Issue Page No. Month & Year DOI / Publication Link
1 Interpretable Deep Learning for Sustainable Agriculture: CNN and LIME-Based Plant Disease Diagnosis International Journal of Environmental Science Journal Vol. 11, No. 9S 1016 – 1030 June 2025 https://doi.org/10.64252/q5bc5x7z
2 A Novel CatBoost Regressor for Effort Estimation in Scrum Projects International Journal of Computational and Experimental Science and Engineering (IJCESEN) Journal Vol. 11, No. 2 3614 – 3623 May 2025 https://doi.org/10.22399/ijcesen.2559
3 Advancing Blood Cell Image Classification: Hybrid CNN-LSTM vs. Traditional CNN Approaches Journal of Information Systems Engineering and Management (JISEM) Journal Vol. 10, No. 40S 884 – 900 Feb 2025 https://doi.org/10.52783/jisem.v10i40s.7534
4 Neural Correlate-Based E-Learning Validation and Classification Using CNN and LSTM Networks Traitement du Signal Journal Vol. 40, No. 4 1457 – 1467 Aug 2023 https://doi.org/10.18280/ts.400414
5 EEG-Based Deep Learning Framework for Solving E-Learning Challenges International Journal of Intelligent Information and Database Systems (IJIIDS) Journal Vol. 15, No. 3 295 – 310 Apr 2022 https://doi.org/10.1504/IJIIDS.2022.124081
6 A Study of Deep Learning Approach for Classification of EEG Brain Signals Artificial Intelligence and Machine Learning for Edge Computing (Elsevier) Book Chapter Apr 2022 https://doi.org/10.1016/B978-0-12-824054-0.00009-5
7 Optimizing Facial Acne Detection: Evaluating CNN, ResNet, and EfficientNet Models IEEE ICRITO 2025 Conference Proceedings Sep 2025 https://doi.org/10.1109/ICRITO66076.2025.11241541
8 Deep Learning-Based Hair Disease Classification: Benchmarking CNN, ResNet, and EfficientNet IEEE ICRITO 2025 Conference Proceedings Sep 2025 https://doi.org/10.1109/ICRITO66076.2025.11241293
9 Bias Correction in NWP Temperature Forecasts using LSTM-Based Deep Learning Models IEEE ICRITO 2025 Conference Proceedings Sept 2025 https://doi.org/10.1109/ICRITO66076.2025.11241393
10 Attention Infused U-Net for Robust Breast Tumor Segmentation on BUSI Dataset IEEE CONIT 2025 Conference Proceedings June 2025 https://doi.org/10.1109/CONIT65521.2025.11167764
11 Adaptive Neuro-Fuzzy Inference Expert System for Agile-Inspired Software Development RAMSITA 2025 Conference Proceedings Feb 2025 https://doi.org/10.2991/978-94-6463-716-8_36
12 Evaluating E-Learning Engagement Through EEG Using CNN Springer IC3T-2023 Conference Proceedings Oct 2023 https://doi.org/10.1016/b978-0-12-824054-0.00009-5
13 Review of Classification of Neuroscience Problems Using Deep Learning IEEE ISCON 2021 Conference Proceedings Oct 2021 https://doi.org/10.1109/ISCON52037.2021.9702485
14 NOVA: Hybrid Book Recommendation Engine IEEE IACC 2013 Conference Proceedings Feb 2013 https://doi.org/10.1109/IAdCC.2013.6514359
15 ORBIT: Hybrid Movie Recommendation Engine IEEE ICECCN 2013 Conference Proceedings Mar 2013 https://doi.org/10.1109/ICECCN.2013.6528589
16 Data Mining on WHO Data Warehouse Using PASW Modeler IEEE ICNCS 2011 Conference Proceedings Apr 2011 https://doi.org/10.1109/ICECTECH.2011.5942049

Other Information

IPR Details

  • Patent published for “AN ADVANCED EEG-BASED HYBRID DEEP LEARNING BRAIN-COMPUTER INTERFACE MODEL FOR ENHANCED KNOWLEDGE TRACING”.

(Patent published on November 15, 2024, Application number 202411084884).

  • Patent published for “SYSTEM AND METHOD FOR IMPLEMENTING AN INTELLIGENT SURVEILLANCE DRONE FOR RESCUE OPERATIONS DURING A DISASTER”.

(Patent published on March 03, 2023, Application number 202321009098).

  • Patent published for “AN EEG SYSTEM BASED ON BRAIN COMPUTER INTERFACE (BCI) DEEP LEARNING MODEL”.

(Patent published on May 26, 2023, Application number 202111013389).

  • Patent published for “AN ASSEMBLY WITH WEARABLE ITEMS & IoT CONNECTIVITY FOR VISUALLY IMPAIRED”.

(Patent published on March 11, 2022, Application number 202011039042).

  • Copyright registered for work title “Using GeoTagging for the detection of Covid-19 Fake News from Twitter Data of Hotspots states using Deep Learning Framework” on 10 June 2020 (Diary      No: 7655/2020-CO/S.W.)

Grant Awarded

  • Received a DHR (Department of Health Research), Govt. of India, Ministry of Health & Family Welfare, grant of ₹6,64,200 in 2025 for the proposal “Hands-on Workshop on Artificial Intelligence and Machine Learning (AIML) in Healthcare: Concepts, Tools, and Applications.”

Certification

  • Google AI Professional Course Certified
  • AWS Cloud Foundation Course Certified
  • Python Programming Course on CodeTantra Platform of 180 Hours
  • Digital Marketing Training Certification (6 weeks) from Internshala
  • Microsoft Technology Associate (MTA) Introduction to Programming using HTML and CSS Certified
  • Microsoft Technology Associate (MTA) Introduction to Programming using Python Certified
  • Microsoft Technology Associate (MTA) Introduction to Programming using JAVA Certified
  • Microsoft Certified Educator (MCE) Certified
  • Microsoft Technology Associate (MTA) Operating System Fundamentals Certified
  • Microsoft Technology Associate (MTA) Software Testing Fundamentals Certified
  • Microsoft Technology Associate (MTA) Database Fundamentals Certified
  • Microsoft Technology Associate (MTA) Web Development Fundamentals Certified
  • Microsoft Technology Associate (MTA) Networking Fundamentals Certified
  • Microsoft in the Classroom Certified
  • IBM Certified DB2 Academic Associate
  • IBM Certified Associate System Administrator Lotus and Domino 8
  • IBM Certified Deployment Professional Tivoli Directory Server 6.3
  • IBM Certified Rational Quality Manager and Rational Functional Tester

Professional Membership

  • Associate member (Membership No: AM3131648) of The Institution of Engineers (IEI)

Guest Expert Trainer/Speaker

  • Taken a session as an Expert Speaker on “Decoding Generative AI” dated 13 February 2025, organized by Siksha.com.
  • Resource Person in Short Term Course on Artificial Intelligence and Machine Learning Hands-on NVIDIA DGX A100 Workstation organized by Lovely Professional University w.e.f. December 18, 2024, to January 03, 2025.
  • Taken a session as an Expert Speaker in five days workshop on “Tools and Techniques for Cyber Crime Prevention” dated 08 June 2023, organized by Chameli Devi Institute of Pharmacy, Indore, under PCI.
  • Taken a session as an Expert Speaker in one day online workshop on “Understanding (Internet of Things) IoT with Raspberry Pi and Python” dated 26 August 2020, organized by Truba College of Science and Technology, Bhopal, under RGPV TEQIP-III.
  • Conducted one day workshop at CDGI, Indore on “Computer Hardware and Networking” dated 19 September 2015 for CS/IT Students.
  • Conducted one day workshop at CDGI, Indore on “Parallel Programming using Python” dated 24 July 2015 for CS/IT Students.
  • Conducted two days workshop at CDGI, Indore on “PHP and MySQL” dated 9 and 11 March 2013 for CS/IT Students.
  • Conducted one day workshop at CDGI, Indore on “Attractive Web Designing” dated 20 Nov 2014 for all branch students.

Workshop/Seminar Details

  • Attended one-week FDP on “NEP 2020 Orientation & Sensitization Programme” by Malaviya Mission Teacher Training Centre, Shri Ram College of Commerce (MMTTC, SRCC) from 16/12/2025 to 24/12/2025.
  • Attended one-week ATAL Online FDP on High-Performance Computing (HPC): Foundations, Parallel Programming, and GPU Acceleration at Lovely Professional University from 27/01/2025 to 01/02/2025.
  • Attended 08 weeks (Jul-Sep 2023) SWAYAM-NPTEL NITTTR Course on “Introduction to Machine Learning” and Passed the Proctored Examination with Elite+Silver Category.
  • Attended one week FDP on “Teaching Pedagogy” dated 17-21 April 2023 organized by Department of Management CDGI Indore.
  • Attended one week FDP on “Advanced Approaches in Modelling and Simulations for Cutting-Edge Electronic Systems” dated 12-18 June 2023 organized by SGSITS Indore in association with Banasthali Vidhyapith, Rajasthan.
  • Attended one week FDP on “Outcome Based Education” dated 15-19 December 2022 organized by CDGI Indore IQAC in association with ISTE.
  • Attended 08 weeks (Jan-Mar 2022) SWAYAM-NPTEL NITTTR Course on “Accreditation of Undergraduate Engineering Programme” and Passed the Proctored Examination.
  • Attended one week FDP on “AWS Solution Architect Associate” dated 17-22 January 2022 conducted by PITC Solutions at CDGI Campus.
  • Attended 5 Days FDP on “Emerging Technologies in Industry 4.0” dated 14-18 June 2021 organized by Amity School of Engineering and Technology, Amity University Chhattisgarh.
  • Participated in 7 Days “Science Academies’ Science Leadership Workshop” organized by Central University of Punjab, India from 22-28 June 2020.
  • Attended 5 Days FDP on “Data Analytics using R” under TEQIP-III, dated 08-12 June 2020 organized by CDGI Indore.
  • Attended 3 Days FDP on “Innovative research methodologies for challenging problems of future in Science, Technology, Engineering and Management (STEM)” under TEQIP-III, dated 05-07 June 2020 organized by IIST Indore.
  • Attended 5 Days FTP on “Neural Network and CNN” by NITTTR Chandigarh, via ICT Mode at CDGI Campus from 14 April 2020 to 18 April 2020.
  • Attended 5 Days STTP on “Assessment and Evaluation under Outcome Based Education” by NITTTR Kolkata, via ICT Mode at CDGI Campus from 10 June 2019 to 14 June 2019.
  • Organized and attended 5 Days FDP on Machine Intelligence and Applications under TEQIP-III dated 24-28 October 2018 at CDGI Indore.
  • Attended 2 Days workshop on 5G and IOT Security dated 10-11 September 2018 at IIT Delhi.
  • Participated in 9 Days workshop on HTML 5, CSS and JQuery dated 11 May 2018 to 19 May 2018 conducted by OZYMANDIAS CREATIONS Pvt. Ltd.
  • Participated in 2 Week SAP ABAP Training dated 30 Jan 2017 to 10 Feb 2017 conducted at KPIT Technologies, Noida.
  • Participated in 5 Days Mission 10X - UTLP Expert Workshop Level 3 dated 23 Feb 2015 to 27 Feb 2015 conducted at Wipro Technologies, Bangalore.
  • Participated in 5 Days Mission 10X - UTLP Expert Workshop Level 2 dated 15 Dec 2014 to 19 Dec 2014 conducted at Wipro Technologies, Bangalore.
  • Participated in 6 Days ISTE Workshop on Computer Networking dated 30 June 2014 to 05 July 2014 at CDGI Indore.
  • Participated in 6 Days ISTE Coordinators Workshop on Computer Programming at IIT Bombay, dated 21 April 2014 to 26 April 2014.
  • Participated in 3 Days workshop of WIPRO Mission 10X at CDGI, Indore dated 22 Jan 2014 to 24 Jan 2014.
  • Attended three days workshop at IIT Bombay on “Python for Education and Scientific Computing” from 27-29 Dec 2012.
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SRMUH Third Convocation 2025