Dr. Manish Rana

Academic Qualification: 

B.E.(Computer Science & Engineering ,BIT Muzzaffarnagar, UPTU University, U.P.)

M. E (Computer Engineering ,TCET,Mumbai University,Mumbai,Maharashtra)

Ph.D  (Computer Engineering , Faculty of Technology  Department , Sant Gadge Baba Amravati University, Amravati ,Maharashtra)

Work Experience (Teaching / Industry):18 years of teaching experience

Area of specialization:  Artificial Intelligence, Machine Learning , Project Management ,Management Information Systemetc.

Subjects taught at Under- graduate level:

Artificial Intelligence 

Robotics & AI

Intelligent System

Machine Learning 

Data Warehousing & Mining

Multimedia System 

Human Computer Interaction

Software Project Management

Project Management

Environmental Studies

Management Information  System

Cryptography and system security

System Security

Big Data Analysis

E-Commerce 

Subjects taught at Post graduate level:

Research & Scientific Writing and Communication 

Affiliations: Mumbai University.

Award: Nil

Research / Projects:

PhD Research on: Enhancing Bi-Lingual Machine Translation Approach

M.E Project : Design of  Expert System for Medical Diagnosis 

B.Tech. Project : Online Banking System

Publication Detail:

Publication Details

Journal of Information Systems Engineering and Management

[1] M. Rana, A. Saxena, and J. Patil, "Fortifying Cyber Defenses: Leveraging Honeypots for Proactive Threat Mitigation and DoS Attack Prevention," J. Inf. Syst. Eng. Manag., vol. XXVI, pp. 443-452, 2025.

[2] N. Tarik, S. Shukla, S. Sall, M. Rana, S. Jafri, D. K. Bhole, and S. Sayed, "Bridging the Gaps in AI-Driven Healthcare: Enhancing Interpretability, Affordability, and Security for Scalable Patient-Centered Solutions," J. Inf. Syst. Eng. Manag., vol. XXVI, pp. 74-86, 2025.

[3] K. Maharana, R. Mishra, B. Nemade, D. Shah, M. Rana, N. Badhe, and V. Kaul, "A Review: Data Overfitting and Underfitting Techniques," J. Inf. Syst. Eng. Manag., vol. XXVI, pp. 387-405, 2025.

African Journal of Biomedical Research

[4] M. Rana, "TherapEase: Conversational Chatbot for Mental Health Screening Using Trained Transformer," Afr. J. Biomed. Res., vol. 27, no. 3, pp. 908-912, Sep. 2024. DOI: 10.53555/ajbr.v27i3.2082.

[5] V. S. Jadhav et al., "Deep Learning-Based Face Mask Recognition in Real-Time Photos and Videos," Afr. J. Biomed. Res., vol. 27, no. 1s, p. 1603, Sep. 2024. DOI: 10.53555/ajbr.v27i1s.1603.

[6] V. S. Jadhav et al., "IoT-Based Health Monitoring System for Humans," Afr. J. Biomed. Res., vol. 27, no. 1s, p. 1606, Sep. 2024. DOI: 10.53555/ajbr.v27i1s.1606.

SEEJPH

[7] M. Rana et al., "Hybrid Machine Learning and Deep Learning Approach for Heart Attack Prediction Using Clinical, Lifestyle, and Time-Series Data with Enhanced Feature Selection and Classification," SEEJPH, vol. XXVI, pp. 3491-3507, 2025.

[8] A. M. Save et al., "Leveraging Machine Learning to Enhance Public Health Outcomes: A Comprehensive Approach to Disease Prediction, Prevention, and Management," SEEJPH, vol. XXVI, pp. 900-921, 2025.

[9] M. Rana et al., "Development of Advanced Bioinformatics Tools for Integrating Genomic Data and Enhancing Diagnosis of Rare Diseases," SEEJPH, vol. XXVI, pp. 2698-2712, 2025.

[10] M. Rana et al., "Obstacles to the Full Realization and Adoption of Artificial Intelligence (AI)," SEEJPH, vol. XXVI, pp. 1003-1016, 2025.

[11] K. Shah, M. Rana, and T. Pimple, "Fair and Transparent AI-Driven Resume Screening: Enhancing Recruitment with Bias-Aware Machine Learning," SEEJPH, vol. XXVI, 2025.

Nanotechnology Perceptions

[12] M. Rana et al., "Exploration of OpenCV for Hand Gesture Recognition Techniques - A Review," Nanotechnol. Percept., Dec. 2024.

[13] M. Rana et al., "Voice-Based E-Mail System for Visually Impaired People," Nanotechnol. Percept., pp. 208-220, Oct. 2024.

[14] M. Rana et al., "Remote File Sharing System for Education Institution," Nanotechnol. Percept., pp. 341-348, Aug. 2024.

[15] S. Sall et al., "Autovista: An AI Approach for Personalized Automobile Recommendation and Predictive Maintenance," Nanotechnol. Percept., p. 3670, Nov. 2024.

[16] M. Rana et al., "Customer Services with the Help of Sentiment Analysis on Twitter Data," Nanotechnol. Percept., pp. 839-850, Jul. 2024.

[17] M. Rana et al., "Uprising Smart Technology Based Solutions: Food Safety and Traceability in the Cold Supply Chain through Digital Technologies," Nanotechnol. Percept., pp. 408-423, Jul. 2024.

[18] S. Sall et al., "AgroScan: Crop Identification Application using Artificial Intelligence Approach," Nanotechnol. Percept., pp. 2512-2529, Nov. 2024.

[19] K. Meher et al., "Machine Learning Prediction Techniques for Student Placement/Job Role Predictions," Nanotechnol. Percept., pp. 1027-1035, Nov. 2024.

[20] M. Rana et al., "Interdisciplinary Insights into Climate Change Impacts and Mitigation Strategies," Nanotechnol. Percept., pp. 1199-1208, Jun. 2024.

Enhancing Bi-Lingual Example Based Machine Translation Approach International Journal of Advanced Engineering Research and Science 3 (10) , 2017

Use of Fuzzy tool for example based machine translation Procedia Computer Science 79, 199-206, 2016

Example Based Machine Translation Using Fuzzy Logic from English to Hindi July ,ICAI 2015

“Tracking Device Using Triangulation Method in Wi-Fi Network” MulticonW 2015, Proceedings ISBN:: ( 978-0-9884925-8-5), ISSN 0975- 8887, Feb 15

“Example Based Machine Translation Using Various Soft Computing Techniques Review” International Journal of Scientific and Engineering Research, (ISSN: 2229-5518),vol.6,no.4,pp.1100-1107,Apr.2015.

”Protein: An input for Medical Diagnosis using Fuzzy Logic”, MULTICON-W, ISBN: 978-0-9884925-7, Feb-14.

“Design of Expert System for Medical Diagnosis Using Fuzzy Logic” IJSER, USA, vol.04, issue. 6, pp. 2914- 2921, June 2013.

“Design of Expert System for Medical Diagnosis Using Fuzzy Logic” MULTICON-W, vol. 1,Feb. 2013,( published in IJAIS Digital Library ISBN 978-0-9884925-1-6 ) vol 1 ,pp.264- 270,Mumbai Organised By Thakur College of Engineering & Technology (TCET India), Mumbai, India.

Refinement of “Floyd –Warshall Algorithm” in All Pair Shortest Path 2nd International Conference & workshop ICWET 2012 held in TCET Feb 2012.

 AI: “Water Jug Problem” logical concept 2nd International Conference & workshop ICWET 2012 held in TCET Feb 2012.

“Design of Human Computer Interaction Using NLP International Conference & Workshop Emerging Trend in Technology ICWET- 22nd and 23rd Feb 13,( ISSN 978-0- 9884925-0-9) vol 1 ,pp.102-105,Mumbai Organised By Thakur College of Engineering & Technology (TCET India), Mumbai, India.

Intelligent Robotics Mechanism Design International Conference & Workshop on Advance Computing 2013”ICWAC-2013

List of Publications:

 List of Publications

Papers Published in Journal

1.      Manish Rana , Sakshi Sharma, Aastha Singh, Ashish Singh “Enhancing Data Security: A Comprehensive Study on the Efficacy of JSON Web Token (JWT) and HMAC SHA-256 Algorithm for Web Application Security” International Journal on Recent and Innovation Trends in Computing and Communication ISSN: 2321-8169 Volume: 11 Issue: 9 Article Received: 25 July 2023 Revised: 12 September 2023 Accepted: 30 September 2023

2.      Manish Rana , Ayush Pandey, Ankit Mishra, Vishal Kandu “Enhancing Data Security: A Comprehensive Study on the Efficacy of JSON Web Token (JWT) and HMAC SHA-256 Algorithm for Web Application Security” International Journal on Recent and Innovation Trends in Computing and Communication ISSN: 2321-8169 Volume: 11 Issue: 9 Article Received: 25 July 2023 Revised: 12 September 2023 Accepted: 30 September 2023.

3.      Manish Rana , Raj Mazgaonkar , Vivekanand Pandey , Roshan Moolya  “Face Mask Detection System Using Machine Learning Algorithms” International Journal on Recent and Innovation Trends in Computing and Communication ISSN: 2321-8169 Volume: 11 Issue: 9 Article Received: 25 July 2023 Revised: 12 September 2023 Accepted: 30 September 2023.

4.      Manish Rana , Rahul Khokale, Sunny Sall “Handling Large-Scale Document Collections using Information Retrieval in the Age of Big Data” International Journal on Recent and Innovation Trends in Computing and Communication ISSN: 2321-8169 Volume: 11 Issue: 9 Article Received: 25 July 2023 Revised: 12 September 2023 Accepted: 30 September 2023

5.      Manish Rana , Rahul Khokale, Sunny Sall “Exploring Sentiment Analysis in Social Media: A Natural Language Processing Case Study” International Journal on Recent and Innovation Trends in Computing and Communication ISSN: 2321-8169 Volume: 11 Issue: 9 Article Received: 25 July 2023 Revised: 12 September 2023 Accepted: 30 September 2023

6.       Manish Rana,Gunjan Gaur, Naman Bangad,Siddhi Jain & Pranita Kanchan et al” Gradify:Analysis of Twitter Account using Classification Algorithm”, i-manager ‘s Journal on Moobile Application & Technologies,Vol. 9, No. 02, Pp 28-35, July December 2022.

7.      Yashvi Vaghasiya, Diya Vora, Neha Dav & Manish Rana, et al “Language Detection Using Multinomial Naïve Bayes Algorithm”, i-managers Journal on Computer Science, Vol 10, No,2, Pp 34-39 June- August 2022.

8.      Daksh Ailawadi, Nipun Agarwal, Parth Agarwal & Manish Rana, et al “Brain Tumor Detection & Segmentation Using Deep Learning ”, i-managers Journal onComputer Science, https://doi.org / 10.26634 /jcom.7.2.15597,Pp 27-33 June- August 2022.

9.      Khushi Bhoj , Kuldeep Choksi, Rishi Kitawat & Manish Rana , et al “Review on Various Face Recognition Databases”, i-managers Journal onPattern Recognition, Vol 10, No. 2,Pp 17-29 July - December 2022.

10.  Manish Rana & Mohammad Atique, et al “Language Translation: Enhancing Bi- Lingual Machine Translation Approach Using Python”, i-managers Journal on Computer Science, Vol 9, No.2 , Pp 36-42 June- August 2019.

11.  Manish Rana & Mohammad Atique “Improvements in Enhancing Bi-Lingual Machine Translation Approach” International Journal of Science and Research (IJSR) ISSN: 2319-7064, Paper ID: ART20197671 10.21275/ART20197671, Volume 8 Issue,Pp 965-969, 5, May 2019.

12.  Manish Rana & Mohammad Atique “Enhancing Bi-Lingual Example Based Machine Translation Approach” International Journal of Advanced Engineering Research and Science (IJAERS), ISO 3297:2007, Vol-3, Issue-10, and ISSN: 2349- 6495(P)/ 2456- 1908(O) Pp 8-12, Oct 2016.

13.   Manish Rana & Mohammad Atique “Example Based Machine Translation Using

Various Soft-Computing Techniques Review” International Journal of Scientific & Engineering Research (IJSER), ISSN 2229-5518 , Volume 6, Issue 4, Pp 1100-1107, April-2015.

14.  Manish Rana & Mohammad Atique “Example Based Machine Translation Using Fuzzy Logic from English to Hindi” Int'l Conf. Artificial Intelligence | ICAI'15 | Pp - 354-35, Aug-Sept 2015.

Papers Presented /Published at International Conferences (Elsevier & others)

1.      Manish Rana & Mohammad Atique “English to Indian languages Using TEXTBLOB and GOOGLE-API in Python” Multiconw-2019, Mc-Graw Hill Education (India) Private Limited, ISBN (13)- 978-93-5316-754-7, Pp215-219, Feb 2019.

2.      Manish Rana & Mohammad Atique “Enhancing Bi-Lingual Machine Translation Approach using LSTM” Seventh International Conference on Communication Systems and Network Technologies CSNT 2017, INSPEC Accession, and Number: 17956670, DOI: 10.1109/CSNT.2017.8418554Vol- . 2, Issue 1, Pp289-292, 11-13 Nov. 2017.

3.      Manish Rana & Mohammad Atique “Use of Long Short-Term Memory for Enhancing Bi-Lingual Machine Translation Approach” Proceeding of conference on Recent Trends in Computer Engineering 2018, ISBN 978-0-9994483-0-4,Vol- 2,Issue - 1, Pp 255-258, Dec 2018.

4.  Manish Rana & Mohammad Atique “Enhancing Example Based Machine Translation Using Fuzzy Tool” 8th International conference on communication, computing and Virtualization 2017 (ICCCV-2017), ISBN: 978-0988-492-56-1, Multicon-W 2017, Vol-2, Issue-1,Pp 211-216.

5.  Manish Rana & Mohammad Atique “Use of Fuzzy tool for example based machine translation” 7th International Conference on Communication, Computing and Virtualization 2016 ICCCV, ISBN: 978-0989-492-55-1Elsevier,Vol -2,Issue 1, Pp 119-

206, Feb 2016.

6.  M. Rana & Mohammad Atique “Example Based Machine Translation Using Fuzzy Logic”, Procedia Computer Science 00, ICCCV (2016) 000–000, ISBN: 978-0988-492-

56-1, Pp Feb 2016.

7.  M. Rana & Mohammad Atique “A Review: Machine Translation Using Various Soft- Computing Tools”- Multiconw-2015 Proceedings ISBN: 978-0-9884925-8-5, ISSN 0975- 8887, Vol 2, Issue 1, 27th & 28th Feb 2015.

POSITIONS HELD

Extra-Curricular Activity head, TSDW -TCET, July 2022 still continue, Thakur College of Engineering & Technology, Mumbai, Maharashtra, INDIA

Associate Professor in Computer Engineering Department, July 2022 still continue, Thakur College of Engineering & Technology, Mumbai, Maharashtra, INDIA

Assistant Professor in Computer Engineering Department, July 2010 still continue, Thakur College of Engineering & Technology, Mumbai, Maharashtra, INDIA

Lecturer in Computer Engineering Department, April 2008 – June 2010, Thakur College of Engineering & Technology, Mumbai, Maharashtra, INDIA

Lecturer in Computer Engineering Department, July 2007 – May 2008, Greater Noida Institute of Technology, Noida, U.P,INDIA

MEMBERSHIP OF PROFESSIONAL BODIES

Professional Society CSI 2007 Life Time Member

ACHIEVEMENTS:

1. Extra-Curricular Activity head, TSDW -TCET

2. Handle ARC & FC (Co-ordinator)

3. CAP Officer in Mumbai University

4. Co-Ordinator for STTP

5. Co-Ordinator for NBA

6. Co-Ordinator for NAAC

Papers published / Presented :

• National Conference: 10

• International Conference: 15

• Journals: 20

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