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Faculty Profile

Dr. Mohammed Fadhel Aljunid

  • Associate Professor
  • BSC, MSc, Ph.D.-CS

Designation

Associate Professor

Department

Computer Science and Engineering

Educational Qualifications

BSC, MSc, Ph.D.-CS

Email ID

junid@mitkundapura.com

Experience

12 Years

Professional membership

-

Area of Interest

Deep Learning, Machine Learning, Recommender Systems, NLP, Sentiment Analysis

Paper Published

1. Aljunid, Mohammed Fadhel, et al. “A collaborative filtering recommender systems: Survey.” Neurocomputing (2024): 128718.
2. Aljunid, Mohammed Fadhel, and Manjaiah Doddaghatta Huchaiah. “IntegrateCF: Integrating explicit and implicit feedback based on deep learning collaborative filtering algorithm.” Expert Systems with Applications (2022): 117933.
3. Aljunid MF, Huchaiah MD. An efficient hybrid recommendation model based on collaborative filtering recommender systems. CAAI Transactions on Intelligence Technology., 2021, pp.1–13.
4. Aljunid MF, and Manjaiah D.H. Multi-model deep learning approach for collaborative filtering recommendation system. CAAI Transactions on Intelligence Technology, 2020, 5(4), pp.268-275.
5. Aljunid, Mohammed Fadhel, and Manjaiah Dh. “An efficient deep learning approach for collaborative filtering recommender system.” Procedia Computer Science 171 (2020): 829-836.
6. Aljunid, M.F., Manjaiah, D.H. (2018). An Improved ALS Recommendation Model Based on Apache Spark. In: Zelinka, I., Senkerik, R., Panda, G., Lekshmi Kanthan, P. (eds) Soft Computing Systems. ICSCS 2018. Communications in Computer and Information Science, vol 837. Springer, Singapore.
7. Aljunid MF, Manjaiah DH. Movie recommender system based on collaborative filtering using apache spark. InData management, analytics and innovation 2019 (pp. 283-295). Springer, Singapore.
8. FadhelAljunid, Mohammed, and D. H. Manjaiah. “A survey on recommendation systems for social media using big data analytics.” International Journal of Latest Trends in Engineering and Technology (2017): 48-58.
9. Shetty, Amrithkala M., et al. “Hyperparameter optimization of machine learning models using grid search for amazon review sentiment analysis.” International Conference on Data Science and Applications. Singapore: Springer Nature Singapore, 2023.
10. Shetty, Amrithkala M., Manjaiah DH, and Mohammed Fadhel Aljunid. “Fine‐tuning XLNet for Amazon review sentiment analysis: A comparative evaluation of transformer models.” ETRI Journal (2025).
11. Shetty, Amrithkala M., Mohammed Fadhel Aljunid, and D. H. Manjaiah. “Unleashing the power of 2D CNN with attention and pre-trained embeddings for enhanced online review analysis.” International Journal of Computers and Applications 46.1 (2024): 46-57.
12. Shetty, Amrithkala M., Mohammed Fadhel Aljunid, and D. H. Manjaiah. “Sentiment Exploring on Feedback of E-commerce Data Using Machine Learning Algorithms.” International Conference on Emerging Research in Computing, Information, Communication and Applications. Singapore: Springer Nature Singapore, 2023.
13. Al-Ashmoery, Yahya, and Mohammed Fadhel Aljunid. “Case Study: Collaborative Filtering Algorithm Based Recommender Systems.” Al-Razi University Journal of Computer Science and Technology 2.1 (2025): 7-17.
14. Shetty, Amrithkala M., et al. “Comparative Analysis of Memory-Based Collaborative Filtering and Deep Learning Models for Resolving Cold Start and Data Sparsity Issues in E-commerce Recommender Systems.” 2024 IEEE 3rd World Conference on Applied Intelligence and Computing (AIC). IEEE, 2024.

Patent filed/granted/published

–

Book Published

–

Certification

–

Additional Info

International Conferences attended
1. Third International Conference on Computing and Network Communications (CoCoNet’19) on December 18-21, 2019, Trivandrum, Kerala, India.
2. Research Methodology and Data Analysis Using SPSS on 8th and 9th, March 2019, Manipal University, Manipal, India.
3. 2nd International Conference on Data Management, Analytics and Innovation (ICDMAI-2018) at Institute of Industrial & Computer Management and Research (IICMR) on 19-21 January 2018, Pune, India.
4. International Conference on Advanced IT, Engineering and Management (SACAIM 2017) at ST. Aloysius Institute of Management and Information technology on 16-17 November 2017, Mangalore India.
5. International Conference on signal image processing at Maharaja Institute of Technology Mysore (MITM)-Mysore on 18-19 August 2017, Mangalore, India
6. International Symposium on cloud computing and Data Analytics at National Institute of Engineering, Mysore on 17-18 March 2017, Mysore, India
7. Information and Knowledge Management Using Big Data Computing Challenges and Research opportunities at ST. Philomena’s College, the University of Mysore on 10 January 2017, Mysore India.
8. International conference on science and technology future challenges and solution at Vijnana Bhavan, University of Mysore on 8-9 August 2016, Mysore India. 9. U.G.C sponsored state-level conference on next-gen computing: opportunities and challenges at S.B.R.R Mahajana College, University of Mysore on 11 September 2015, Mysore India. 10. International Conference on Computing and Communications and Networks at Coorg Institute of technology on 8-9 May 2015, Coorg, India. 11. Three days international conferences on climate change environment future status and way forward at St.pholimanase College, University of Mysore on 9-11 April 2015, Mysore India.

Link Accounts
Scopus – https://www.scopus.com/authid/detail.uri?authorId=57973192700 GitHub – https://github.com/MFaljunid ORCID – https://orcid.org/0000-0001-9099-3664 Google Scholar – https://scholar.google.com/citations?view_op=list_works&hl=en&hl=en&user=dwBCtTAAAAAJ Profile – https://mfaljunid.github.io/

Achievement if any

Director of the Information Systems Unit in the Investment Sector, Higher Agricultural and Fisheries Committee, Ministry of Agriculture, Yemen.

Developed several agriculture-focused applications using the Laravel framework and ERPNext, including:
1. Project-Tracker: Tracks agricultural project progress and updates.
2. ValueChains: Supports the management of agrarian value chains.
3. App_Daizel: (Deizal, Pertrol ) controls, delivery, and processing operations.
4. DairyUnit: Oversees milk collection, delivery, and processing operations.

Academics

Engineering Department

Basic Science and Humanities

  • Mathematics
  • Physics
  • Chemistry
  • Humanities
  • Physical Education

MIT Kundapur

MITK offers a wide range of engineering programmes at undergraduate level and management program at post graduate level. It is located within the state-of-the-art campus at Moodlakatte, Kundapura in Karnataka.

  • Moodlakatte Nagarathna Bhujanga Shetty Trust (Regd.) Moodlakatte, Kundapura Taluk Udupi District, Karnataka - 576217

IMJ Institutions

MNBS Trust

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Message from the Director of Technology Incubator Centre at MIT Kundapura

It is giving me immense pleasure to write about the Technology Business Incubator (TBI) at MITK. With the introduction of Startup India, Standup India and various government schemes, the entrepreneurial environment in the country has become more conducive and favourable to budding entrepreneurs. And to uplift this spirit, the TBI here at MIT Kundapura plays a great role.

TBI is a vibrant place for entrepreneurs, innovators and next-generation thinkers, who are ready to take up challenging problems in society and transform their Ideas around it into viable solutions in terms of products and services, thereby creating jobs and livelihood for people along with following their passion for entrepreneurship.

As a Technology Business Incubator, we have some of the best facilities in the Karavali region to host startups from various Industrial domains such as Tech, Fintech, Agritech, IT, Mechatronics, etc. and mentor and nurture them. we have high-end computing facilities, modern workspace, Library & information centre, 3D printers and other necessary equipment and facilities, training and conference facilities, etc. to name a few. TBI conducts various entrepreneurial sessions, seminars and conferences for startups. It also connects the right industrial mentors which best suited for the budding startups and call for various funding meetups & rounds and pitch deck presentations for getting financial support from government and private investors.

TBI is open to anyone who envisaged transforming the world, by bringing about significant changes in the world through entrepreneurship. I heartily welcome all those who aspire to become next-generation entrepreneurs and want to shape their ideas into products in the country, to pay a visit to our incubation centre and join and become part of the TBI family.

FACULTY

Mr. Bhuneshwar P

Director, Technology Business Incubator

Assistant Professor of Physics, BSH