Associate Professor (CMPN)
Shah & Anchor Kutchhi Engineering College
Mahavir Education Trust’s Chowk, Waman Tukaram Patil Marg, Next to Dukes Co., Chembur, Mumbai – 400 088.
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):20 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
Management Information System
Ethical Hacking and Digital Forensic
Intelligence Computing
Advance Internet Technology
Information Security and Cryptography
Affiliations: Mumbai University.
Award: Best Teacher Award in 2007-2008
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
Patent Title: A Unique Algorithm for Context-Aware Language Translation
Patent Number: German application number 202025100715
Abstract: Introduces an innovative algorithm that integrates advanced NLP and machine learning techniques to dynamically incorporate contextual information into translation processes. Enhances translation accuracy, fluency, and coherence via sophisticated attention mechanisms.
Grant Date: November 30, 2024
Details: Please refer to the attached patent document for technical specifications.
The Future of Reality: Comprehensive Insights into AR and VR Technologies
The Discipline of Software Testing and Quality Assurance
The Artificial Intelligence–Ready Mind: Routines That Future-Proof Your Life
Publication Details
Journal of Pharmacology and Pharmacotherapeutics
[1] “IoT sensors in a wireless environment for healthcare monitoring: A framework for fault detection,” Journal of Pharmacology and Pharmacotherapeutics, vol. 2025, 2025, ISSN: 0976-500X/0976-5018. (Scopus, UGC CARE Group II)
[2] “ML-powered Internet of Medical Things structure for heart disease prediction,” Journal of Pharmacology and Pharmacotherapeutics, vol. 2025, 2025, ISSN: 0976-500X/0976-5018. (Scopus, UGC CARE Group II)
International Journal of Food and Nutritional Sciences
[1] “Smart price negotiator chatbot for e-commerce,” International Journal of Food and Nutritional Sciences (IJFANS), vol. 10, no. 6, 2021, ISSN: 2320-7876. (UGC CARE Group I)
[2] “Interactive informational chatbot with research integration,” International Journal of Food and Nutritional Sciences (IJFANS), vol. 10, no. 12, 2021, ISSN: 2320-7876. (UGC CARE Group I)
[3] “Adaptive energy harvesting framework,” International Journal of Food and Nutritional Sciences (IJFANS), vol. 11, no. 6, 2022, ISSN: 2320-7876. (UGC CARE Group I)
[4] “Bridging neonatal surgical care gaps in low-resource settings,” International Journal of Food and Nutritional Sciences (IJFANS), vol. 11, no. 12, 2022, ISSN: 2320-7876. (UGC CARE Group I)
[5] “NeuroSynced biointerfaces: Smart wearable and implantable systems redefining biomechanics in precision surgery,” International Journal of Food and Nutritional Sciences (IJFANS), vol. 10, no. 9, 2021, ISSN: 2320-7876. (UGC CARE Group I)
[6] “AI-powered personalized nutrition: A deep learning framework for predicting dietary interventions based on gut microbiome profiles in Indian populations,” International Journal of Food and Nutritional Sciences (IJFANS), vol. 11, no. 9, 2022, ISSN: 2320-7876. (UGC CARE Group I)
International Journal of Basic and Applied Sciences
[1] M. Chaudhari, T. P. Dhake, K. Mahajan, D. P. Chopade, P. Gawande, M. Rana, and A. O. Mulani, “Deep learning-based lung cancer classification using TNM coding: Insights for pharmacological interventions,” International Journal of Basic and Applied Sciences, [Online]. Available: https://doi.org/10.14419/cvj7bm55
International Journal of Applied Mathematics (IJAM)
[1] A. Shaikh, P. Jangid, M. Rana, S. Sall, R. Rana, D. P. Mhapasekar, and A. Jangid, “Enhancing suicide ideation detection with multimodal deep learning: Ethical, explainable, and privacy-preserving framework,” International Journal of Applied Mathematics (IJAM), pp. 1034–1053, [Online]. Available: https://ijamjournal.org/ijam. pISSN: 1311-1728, eISSN: 1314-8060.
[2] S. Shukla, P. Ghonge, V. Rane, R. Rana, A. Mishra, and M. Rana, “A hybrid quantum-inspired evolutionary algorithm for optimizing cross-layer design in low-power wide-area networks,” International Journal of Applied Mathematics (IJAM), pp. 1273–1288, [Online]. Available: https://ijamjournal.org/ijam. pISSN: 1311-1728, eISSN: 1314-8060.
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,” Journal of Information Systems Engineering and Management, pp. 443–452.
[2] B. S. Gawate, S. M. Shukla, A. A. Samanta, S. Sall, M. Rana, A. Mhatre, and S. Jafri, “Advancements in supercritical fluid extraction for enhancing bioavailability of food-derived polyphenols,” Journal of Information Systems Engineering and Management, pp. 142–157.
[3] N. Mishra, S. Gharat, M. Rana, S. Sall, P. Parate, P. J. Parmar, and G. P. Wakure, “AI-driven software quality prediction: A hybrid deep learning and evolutionary algorithm approach,” Journal of Information Systems Engineering and Management, pp. 844–854.
[4] 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,” Journal of Information Systems Engineering and Management, pp. 74–86.
[5] S. Suman, R. L. Gaikwad, M. Rana, S. Sall, R. Lolage, A. Mhatre, and S. Sayed, “The inclusion of artificial intelligence in teaching learning process is blessing or curse,” Journal of Information Systems Engineering and Management, pp. 593–612.
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
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
PG HOD in SJCEM M.Tech (CSE& IT),HOD MCA, HOD CSE(DS) from 2rd Sept 2024 to 30th Nov 2025
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
Coordinator for ISTE Approved STTP organised in Dec 2025 title "Entrepreneurship Development "
Coordinator for ISTE Approved STTP organised in Jan 2025 title "Advanced Features of AI for the Futuristic World "
PG Head M.Tech (CSE& IT)
HOD MCA in SJCEM
HOD CSE(DS) in SJCEM
Extra-Curricular Activity head, TSDW -TCET
Handle ARC & FC (Co-ordinator)
CAP Officer in Mumbai University
Co-Ordinator for STTP
Co-Ordinator for NBA
Co-Ordinator for NAAC
Papers published / Presented :
National Conference: 10
International Conference: 15
Journals: 20