Dr. Siddhivinayak Arvind Kulkarni

Bio

Dr. Siddhivinayak Kulkarni holds a Master's degree and a Ph.D. from Griffith University, Australia, and has worked at prestigious universities such as Nipissing University in Canada and Federation University in Australia. He has been awarded the esteemed title of Honorary Research Fellow (HRF) by the Faculty of Science and Technology at Federation University Australia in recognition of his outstanding research contributions.

Dr. Kulkarni has also received the Griffith Sciences International Alumnus Award from Griffith University, Australia for his noteworthy achievements in teaching, research, and community service on an international level. His research interests include Pattern Recognition, Machine Intelligence, Natural Language Processing, and Health Informatics.

Professional Affiliations: CSI, India

Specialisation: Computer Science and Engineering

Areas of Expertise: Machine Learning

Teaching Experience: 28 Years

Industry/Research Experience: Industry: 2 years

Education:

Ph.D: PhD: Griffith University, Australia

M.Tech: Masters in IT: Griffith University, Australia

B.Tech: BE: SPPU, Pune India

Publications and Research Work:

1. Siddhivinayak Kulkarni, Amol Dhondse, Kunal Khadilkar, Sumit Chavan, Rahul Barhate, Indrajeet Kane. (2019), ""Generative Adversarial Networks as an Advancement to 2D to 3D Reconstruction Techniques"".

2. Springer Journal on Advances in Intelligent Systems and Computing; Data Management, Analytics and 5 Innovation, pp. 343-364, Siddhivinayak Kulkarni, Sally FirminLeveraging Educational Clouds for Empowering Rural Education, Cloud Computing for Smart Education and Collaborative Learning, Pages 321-336 Publisher Chapman and Hall/CRC, 2025,

3. Tanmay Nema, Vedarth Kumtekar, Siddhivinayak Kulkarni, Text Enhanced Ensemble for Human Stress Prediction, 4th IEEE Global Conference for Advancement in Technology (GCAT), 2023

Awards and Recognitions:

1. Griffith Sciences International Alumni Award for Excellence in Teaching, Research and Community Services, Grifitth University, Australia, (2017)

2. Honorary Research Fellow, Federation University, Australia (2016-2021),

3. “Securing Australia with Biometric Techniques: Fingerprint Feature Extraction, Classification and Matching for Security Applications”, “Content-based Retrieval of Digital Image and Video” from Universities in Canada and Australia. Subjects Taught: Machine Learning, Data Science, Data Privacy, Research Methodology

Scopus Id:
https://www.scopus.com/authid/detail.uri?authorId=7403057003

Google Scholar Id:
https://scholar.google.com/citations?user=S9PFkO8AAAAJ&hl=en

Orcid Id:
https://orcid.org/0000-0003-2212-295X

Linked In:
https://www.linkedin.com/in/siddhivinayak-kulkarni-6181541b1/?originalSubdomain=in