Dr. Gerard Deepak has over a decade of experience in teaching and industry roles. Since June 2022, he has been serving as an Assistant Professor at the Manipal Institute of Technology, Bengaluru, under the Manipal Academy of Higher Education. Before this, he worked at the National Institute of Technology Tiruchirappalli as a Junior and Senior Research Fellow from July 2018 to December 2021, contributing to various research projects in the Department of Computer Engineering. From April 2018 to May 2022, Dr. Deepak held the position of Data Specialist Engineer at SpaceAge Infotech, Bangalore, where he was involved in data engineering and analysis. Prior to this, he was an Assistant Professor at Christ University, Bangalore, from May 2017 to April 2018, engaging in teaching and academic development activities. Earlier in his career, Dr. Deepak worked as a Data Specialist Engineer at Usable Bytes Pvt. Ltd., Pune, from February 2016 to May 2017. He started his professional journey at Cognizant Technology Solutions, India, where he served as a Programmer Analyst from November 2012 to September 2014, developing course notes, assignments, lab manuals, and tutorials for Software Engineering and C-Programming subjects.
Research Interest
Dr. Gerard Deepak’s research interests span a diverse range of cutting-edge topics within the field of computer science and engineering. He is particularly focused on Artificial Intelligence, exploring innovative approaches and applications to solve complex problems. His work in Semantic Intelligence aims to enhance machine understanding and processing of human languages through advanced semantic analysis. Dr. Deepak is also dedicated to eXplainable AI, developing models that are transparent, interpretable, and explainable to humans, thus bridging the gap between complex algorithms and user comprehension. In the realm of Next Generation Web, he investigates advancements in web technologies and their impact on user experiences and interactions.
🏆 Awards and Honors
Dr. Gerard Deepak has been recognized extensively for his contributions to research and academia. Notably, he was listed among the top 2% of global scientists by Stanford University in 2022 for his work in Artificial Intelligence. He received the Best Researcher Award from the National Institute of Technology Tiruchirappalli for the academic years 2019-2020 and 2020-2021. Dr. Deepak has earned several Best Paper Awards, including for “DLKIA” and “KCVR” at the International Science Fiction Online Conference (2020), and at conferences like ETTIS-2021, ICEEE (2021), and ICINPRO (2019). He also secured Best Poster Awards at NCCOCE 18’ and accolades at multiple national conferences. Additionally, he was awarded a Proficiency Certificate for his overall performance in co-curricular activities by Adhiyamaan College of Engineering.
🧪 Research Skills
Dr. Gerard Deepak possesses a comprehensive set of research skills that underpin his extensive contributions to the field of computer science and engineering. He has expertise in developing and applying Artificial Intelligence (AI) algorithms to solve complex problems, and is proficient in semantic analysis for enhancing machine understanding of human languages through Semantic Intelligence. Dr. Deepak is skilled in creating transparent, interpretable AI models as part of his work in eXplainable AI (XAI), ensuring clarity and trust in AI systems. His research also focuses on investigating and advancing web technologies to improve user experiences and interactions within the realm of Next Generation Web. Additionally, he excels in Ontology Modeling, designing formal knowledge representations to enhance data interoperability and understanding. Dr. Deepak’s capabilities extend to Knowledge Representation and Reasoning, where he develops models and reasoning algorithms to extract valuable insights from data. Furthermore, he is adept at building and utilizing Knowledge Graphs for structured information organization, and applying advanced Machine Learning and Deep Learning techniques to various domains, thereby enhancing predictive modeling and data analysis capabilities.
Publications
- QGMS: A Query Growth Model for Personalization and Diversification of Semantic Search Based on Differential Ontology Semantics Using Artificial Intelligence
- Authors: Deepak, G., Santhanavijayan, A.
- Year: 2024
- Publication: Computational Intelligence, 40(1), e12514
- ATRSI: Automatic Tag Recommendation for Videos Encompassing Semantic Intelligence
- Authors: Deepak, G., Iyer, K., Shukla, S.
- Year: 2024
- Publication: Proceedings of ICWITE 2024: IEEE International Conference for Women in Innovation, Technology and Entrepreneurship, pp. 594–599
- SITSL: Strategic Image Tag Recommendation Framework Encompassing Semantics Oriented Learning and Reasoning
- Authors: Kumari, R., Deepak, G.
- Year: 2024
- Publication: Proceedings of ICWITE 2024: IEEE International Conference for Women in Innovation, Technology and Entrepreneurship, pp. 600–604
- SIFVT: A Semantically Inclined Framework for Financial Video Tagging
- Authors: Vijay, M., Gowrav, M., Deepak, G., Pushpa, C.N.
- Year: 2024
- Publication: Proceedings of ICWITE 2024: IEEE International Conference for Women in Innovation, Technology and Entrepreneurship, pp. 588–593
- IDTCKS: An Intelligent Integrative Approach for Disaster Tweet Classification and Disaster-Related Document Classification Using Knowledge-Driven Hybrid Semantics
- Authors: Nama, V., Deepak, G.
- Year: 2024
- Publication: Lecture Notes in Networks and Systems, 893, pp. 431–442
- The IoT Resource Allocation and Scheduling Using Elephant Herding Optimization (EHO-RAS) in IoT Environment
- Authors: Mageswari, U., Deepak, G., Santhanavijayan, A., Mala, C.
- Year: 2024
- Publication: International Journal of Information Technology (Singapore)
- DESI: Diversification of E-Commerce Recommendations Using Semantic Intelligence
- Authors: Deepak, G., Anavkar, H.V.
- Year: 2024
- Publication: Communications in Computer and Information Science, 2047 CCIS, pp. 144–155
- OntoOpinionMiner: An Opinion Mining Algorithm for Drug Reviews
- Authors: Srivastava, R., Deepak, G.
- Year: 2024
- Publication: Communications in Computer and Information Science, 2030, pp. 221–234
- MLSM: A Metadata Driven Learning Infused Semantics Oriented Model for Web Image Recommendation via Tags
- Authors: Shrivastava, R.R., Deepak, G.
- Year: 2024
- Publication: Communications in Computer and Information Science, 1978 CCIS, pp. 38–46
- SemVidRec: A Semantic Approach to Annotations Driven Video Recommendation Model Incorporating Machine Intelligence
- Authors: Adesh, A., Deepak, G., Santhanavijayan, A.
- Year: 2024
- Publication: Communications in Computer and Information Science, 1978 CCIS, pp. 1–13