Email: ganesh.narayanan@vit.ac.in
PhD: Anna University
Research Area: Software Engineering, Data Science, Data Analytics, Recommender Systems, Information Retrieval, Generative AI, Large Language Models, Deep Learning, Machine Learning, Artificial Intelligence, Natural Language Processing, IoT, Wireless Sensor Networks, Cloud Computing, Image Processing, Computer Vision
| Educational details | |||||
| Degree | Passed out year | Specialization | Institute/University/ College | ||
| Ph.D | 2013 | Computer Science and Engineering | Anna University | ||
| M.E. | 2004 | Computer Science and Engineering | Anna University | ||
| B.E. | 2001 | Computer Science and Engineering | Bangalore University | ||
| Post-Doctoral Experience if any | 11+ Years | ||||
| Research Details | |||||
| Areas of Specialization | Data Analytics, Sports Analytics, Video Analytics, Healthcare Analytics, Data Science, Big Data, Human Computer Interaction, Cloud Computing, Internet of Things (IoT), Digital Twin
Deep Learning, Data Optimization, Image Optimization, Information Visualization, Information Retrieval, Computer Vision, Machine Learning, Natural Language Processing (NLP), Speech Recognition, Recommender Systems, Spatial Analysis, Temporal Analysis, Digital GIS, Smart Maps
Generative Artificial Intelligence (GenAI), Large language Models (LLM), Multi-Modal model, Multi task Language Model (MMLM),
Blockchain, Information Security, Network Security, Privacy, Malware Analysis, MANET, Semantic web, Wearable Devices,
Cyber Physical Systems, Robotics, Quantum Computing, Sustainability Development Practices, Bio Informatics, Neural Networks,
Software Engineering, Agile Software Development, DevOps, Kubernetes, Manual and Automated Software Testing, Software Estimation and Metrics, Project Management outfits,
Digital Supply Chain Management, Marketing Analytics, Business Analytics, E-Commerce, E-Business, Smart Technologies, Enterprise Resource Planning (ERP) Analysis |
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| ORCID ID | https://orcid.org/0000-0002-8880-4673 | ||||
| Scopus ID | https://www.scopus.com/authid/detail.uri?authorId=57208639341 | ||||
| H-index (scopus) | 15 | ||||
| Google Scholar ID | https://scholar.google.com/citations?user=3bTAjJUAAAAJ&hl=en | ||||
| i10 index | 22 | ||||
| On-going Consultancy Project Details | |||||
| On-going Consultancy Project Title | Funding Agency | ||||
| Employee Management System | AVOCarbon India Limited | ||||
| IoT Synchronization with Software | AVOCarbon India Limited | ||||
| Completed Consultancy Project Details | |||||
| Completed Consultancy Project Title | Funding Agency | ||||
| Cengage Learning Solutions for Computer Organization Principles and Analysis | Diacritech Technologies, Chennai | ||||
| Mainframe AS400 All Module Content Scratch to Delivery | iNodesys Technologies, Chennai | ||||
| Electronic Voting System | iNodesys Technologies, Chennai and USA | ||||
| Ongoing Funded Project Details | |||||
| OngoingFunded Project Title | Funding Agency | ||||
| 2-D Cartoon Animation with Voice-Over in Sanskrit Along with English Subtitles for Select Moral Stories in English Language [Co-PI] | UGC Funded – Ashtaadashi Scheme, Central Sanskrit University, New Delhi
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| Completed Funded Project Details | |||||
| Completed Funded Project Title | Funding Agency | ||||
| Smart Garbage Monitoring System
[Mentor for the Student Project] |
Nidhi Prayas – Seed Fund | ||||
| Patent Published Details | |||||
| Patent Published Title | Patent Published Application No. | ||||
| Patent Granted Details | |||||
| Patent Granted Title | Patent Granted Application No. | ||||
| AI Enabled Assistive Technology Development for Visually Impaired People Using Deep Learning | 2020103341 | ||||
| Method for Minimizing the Specific Absorption Values of the Multi-Homed Heterogeneous Wireless Devices | 2020102248 | ||||
| Book / Book Chapter Published Details | |||||
| Title | Publisher | Year | |||
| Metaheuristics for Machine Learning: Algorithms and Applications [Book Editor] | Wiley & Sons | 2024 | |||
| Anomaly Identification in Surveillance Video Using Regressive Bidirectional LSTM with Hyperparameter Optimization [Book Chapter] | Wiley & Sons | 2024 | |||
| A Comprehensive Review of Metaheuristics for Hyperparameter Optimization in Machine Learning [Book Chapter] | Wiley & Sons | 2024 | |||
| Problem Solving and Python Programming | Charulatha Publications | 2022 | |||
| Computer Programming | Sri Maruti Publishers | 2016 | |||
| Fundamentals of Computer Programming | Sri Krishna Publications | 2014 | |||
| Computer Literacy | Sri Krishna Publications | 2010 | |||
| Fundamentals of Computing and Programming | Sri Krishna Publications | 2009 | |||
| Computer Practice – I | Sri Krishna Publications | 2009 | |||
| Awards & Recognition Details(only national and international awards and recognitions) | |||||
| Name of the award, awarding agency, year of award | |||||
| Technical Speaker in SWAYAM for courses such as Software Engineering, Operating Systems, Tamil Regional Language Speaker for Menporul Poriyiyal, Iyakka Muraimai
Technical Speaker in Direct to Home (DTH) Programmes for courses such as Agile Software Development, Python Programming, MOOCs, UGC Lecture Series in Computer Science, Daksh Swayam Prabha TV Channel No. 10, UGC Gyan Dharshan, Kalvi TV, Podhigai TV, Puthiya Thalaimurai TV, Raj TV Channels |
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| “Nalam Valar Nallaasiriyar Virudhu”, Thamizh Amuthu Trust / 05th September 2023 | |||||
| Humanitarian / Global Goodwill Ambassador, USA / 2019 | |||||
| Tech Saavy / Ulektz / 30th April 2020 | |||||
| Social Service / BSA Crescent Institute of Science and Technology / 18th December 2021 | |||||
| Major International Collaboration Details – AcademicCollaboration Details | |||||
| Type of collaboration (Research & publication/Funded Project/consultancy etc.), collaborating institute, year of collaboration | |||||
| TWO Article Publications / Robert Cep / VSB-Technical University of Ostrava, 17. Listopadu, Ostrava, Czech Republic, January 2022 and in March 2022 | |||||
| Article Publication / Xiao-Zhi Gao / School of Computing, University of Eastern Finland, Kuopio, 70211, Finland / September 2021 and in July 2020 | |||||
| Major International Collaboration Details – Industry collaboration Details | |||||
| Type of collaboration (Research & publication/Funded Project/consultancy etc.), collaborating industry, year of collaboration | |||||
| Guest Talk for the students and faculty of Pentecost University, Accra, Ghana, West Africa held on 12th July 2023 | |||||
| Paper Presenter in International Research Conference 2023, held at South East University, Sri Lanka | |||||
| Paper Presenter in International Conference on Alife Robotics – 2023, Japan | |||||
| Sports Analytics – Collaborated with French Professor – 2023 (Ongoing) | |||||
| Wood Species Analysis – Collaborated with Malaysian Professor – 2023 (Ongoing) | |||||
| Insect Identification Analysis – Collaborated with USA Professor – 2023 (Ongoing) | |||||
| Diacritech Technologies, Chennai / 2014 | |||||
| iNodeSys Technologies, Chennai / 2014 | |||||
| Other Details | Healthcare Analytics, Science Direct | ||||
| Editorial Experience (if any) | Journal of Computer Science, Science Publications | ||||
| Personal Website Link (if any) | – | ||||
