• Received  best paper award for the paper- “Lithium-Ion Battery Modeling: A Machine Learning Approach” at International Conclave on Skills, Engineering, and Technology (ICSET)- 2022 organized by ICT Academy Kerala.
• Received best paper for “A Hybrid Approach for Detection of Pneumonia from X-Ray Images”, at International Conclave on Skills, Engineering & Technology (ICSET) March 2021 organized by ICT Academy Kerala
• Received  Most promising paper award for Multilingual Cyberbullying Detection On Social Media Comments at International Conclave on Skills, Engineering & Technology (ICSET) March 2021 organized by ICT Academy Kerala
• Received  best paper award for the paper- “Sustainable and Collaborative Automated Farming Technology with LoRa” at NCECC-2020: National Conference on Electronics, Communication and Computation, NIT JAMSHEDPUR.
• Received best paper award for the paper – “User Authentication using PanGo Generator” at  International Conference on Information  Systems, March 2011, ASIET Kalady.

Present Responsibilities

MCA Admission Portal -Development, Maintenance and Deployment

MBA Admission Portal – Development, Maintenance and Deployment

M.Tech admission Portal – Development, Maintenance and Deployment

FITMEE Mock Exam Platform – Development, Maintenance and Deployment

Past Responsibilities

B.Tech Admission Portal Development, Maintenance and Deployment

Internet society – Member

• Pankaj Kumar G, Narayanan V Eswar, Aman K Shihab,  Lithium-Ion Battery Modeling: A Machine Learning Approach, International Conclave on Skills, Engineering, and Technology (ICSET), 2022,.
•  Aman K Shihab, Pankaj Kumar G, Narayanan V Eswar, Named Entity Recognition in Malayalam Using Deep Neural Networks, International Conclave on Skills, Engineering & Technology (ICSET), 2022,.
•  Pankaj Kumar G, Paul Elias Sojan, Joel Jorly, Nahid M.A, Shiv Shankar Nath, Advanced Small Object Detection and Tracking, National Conference on Artificial Intelligence And Cognitive Computing, 2022,.
•  G Pankaj Kumar, C Anagha Zachariah, DR Umesh, MN Arun Kumar, CloudStore: A Framework for Developing Progressive Streaming Games, Intelligence in Big Data Technologies—Beyond the Hype: Proceedings of ICBDCC 2019, 291-296, 2021, Springer Singapore.
•  Jerin Jayaraj, Maria Sajan, Linda Joy, Narayanan V Eswar, G Pankaj Kumar, Re-Ranking ODI Batsman Using JJ Metric, Intelligence in Big Data Technologies—Beyond the Hype: Proceedings of ICBDCC 2019, 259-266, 2021, Springer Singapore.
•  Hema Krishnan, G Pankajkumar, Aiswarya Poosari, Anagha Jayaraj, Christy Thomas, Grace Mol Joy, Machine learning based sentiment analysis of coronavirus disease related twitter data, 2021 2nd International Conference on Secure Cyber Computing and Communications (ICSCCC), 459-464, 2021, IEE.
•  Maheswaran T Parameswaran, Pankaj Kumar G, S Krishna Bhat, Shemin Anto, Shreyas S Kumar, Narayanan V Eswar, A Hybrid Approach for Detection of Pneumonia from X-Ray Images, International Conclave on Skills, Engineering & Technology (ICSET), 2021,.
•  Paul Elias Sojan, Joel Jorly, Nahid M.A, Shiv Shankar Nath, Pankaj Kumar G, Multilingual Cyberbullying Detection On Social Media Comments, International Conclave on Skills, Engineering & Technology (ICSET), 2021,.
•  Pradeep Abijith, KS Aswin Kumar, Raphael Sunny Allen, Dileep Vijayakumar, Antony Paul, G Pankaj Kumar, Intelligent Cloud Load Balancing Using Elephant Herd Optimization, Intelligence in Big Data Technologies—Beyond the Hype: Proceedings of ICBDCC 2019, 267-273, 2020, Springer Singapore Singapor.
•  Shemin Anto, S Krishna Bhat, Keerthana Krishnakumar, Sherin Shaju, Narayanan V Eswar, G Pankaj Kumar, Sustainable and Collaborative Automated Farming Technology with LoRa, National Conference on Electronics, Communication and Computation, NIT Jamshedpur, 2020,.
•  P Sunitha, Therus Martin, Pooja Susan Korah, Abijith Pradeep, G Pankaj Kumar, Dynamic Multi-Heuristic A-star Approach for Optimal Map Navigation, International Conference on Advances in Computing, Communication, Embedded and Secure Systems (ACCESS20), 2020,.
•  P Rishad, NS Saurav, Liya Laiju, Jerin Jayaraj, G Pankaj Kumar, C Sheela, Application of Fuzzy Logic in Video Recommendation System for Syllabus Driven E-Learning Platform, International Conference on Computational Sciences- Modelling Computing and Soft Computing (CSMCS 2020), 2020,.
•  S Krishna Bhat, Keerthana Krishnakumar, Sherin Shaju, S Sukanya, G Pankaj Kumar, Enhancing Effectivity of Automated Irrigation System Using Fuzzy Logic, International Conference on Computational Sciences- Modelling Computing and Soft Computing (CSMCS 2020), 2020,.
•  S Krishna Bhat, N S Saurav, P Rishad, Liya Laiju, G Pankaj Kumar, Progressive CV Recommendation System based on KNN algorithm, Virtual International Transdisciplinary Conference (VITC-2020), 2020,.
•  C Anagha Zachariah, Anget Louis, G Pankaj Kumar, Gautam Balamurali, Anjo Martin, Checkers Using Reinforcement Learning, International Colloquium on Recent Trends in Engineering (IC@MACE), 2020,.
•  Keerthana Krishnakumar, S Krishna Bhat, Sherin Shaju, S Sukanya, G Pankaj Kumar, A Survey on Object Recognition Techniques, International Colloquium on Recent Trends in Engineering (IC@MACE), 2020,.
•  Linda Joy, Maria Sajan, Narayanan V Eswar, Shemin Anto, G Pankaj Kumar, A Novel Method for Image Steganography with Polynomial Equations, International Colloquium on Recent Trends in Engineering (IC@MACE), 2020,.
•  Liya Laiju, NS Saurav, P Rishad, S Krishna Bhat, G Pankaj Kumar, SRL Video Recommender for Syllabus Driven E-learning platform, Virtual International Conference on Futuristic Communication and Network Technologies, 2020,.
•  S Krishna Bhat, Shemin Anto, Narayanan V Eswar, Shreyas S Kumar, G Pankaj Kumar, Interactive Workbook for Effective Virtual Laboratories, 3rd International Conference on Information Systems and Management Science (ISMS 2020), Malta, 2020,.
•  S Krishna Bhat, S Sukanya, G Pankaj Kumar, Smart Pedestrian Assistance System, 6th National conference on Advanced computing and communication technology, 2020,.
•  Shreya Kulangara, Mohammed Zeeshan, Paul Antony, Zacharia Joshy, G Pankaj Kumar, A Review on visualization based model understanding technique, International Colloquium on Recent Trends in Engineering (IC@MACE), 2020,.
•  C Anagha Zachariah, G Pankaj Kumar, D R Umesh, M N Arun Kumar, Terrain Generation from user text using cellular automata, International Journal of Recent Technology and Engineering(IJRTE), 8, 3, 8041-8045, 2019,.
•  Abijith Pradeep, K S Aswin Kumar, Dileep Vijayakumar, Paul Antony, G Pankaj Kumar, Optimization of Logistic Regression using Elephant Herd Optimization, National Conference on Machine Learning and Artificial Intelligence, 2019,.
•  C Anagha Zachariah, G Pankaj Kumar, D R Umesh, M N Arun Kumar, Artificial Terrain Generation for Computer Games from User Descriptions, International Conference on Artificial Intelligence and Machine Learning (IAIM2019 ), 2019,.
•  Linda Joy, Maria Sajan, G Pankaj Kumar, Segmented Key Frame Extraction, National Conference on Communication Systems,NIT Puducherry, 2019,.
•  Anupriya Dominic, Shemin Anto, J A Anjaly, S Sherfin, G Pankaj Kumar, Removing Sensitive Private Medias Files From Web Using Block-Chain Technology, National Conference on Blockchain and Smart contract Technologies, NIT Trichy, 2019,.
•  Jerin Jayaraj, Paul Antony, Shemin Anto, Narayanan V Eswar, G Pankaj Kumar, YouTube Comment Based Video Ranking System, International Conference on Digital Technologies and Transformation in Academic Libraries, NIT surethkal, 2019,.
•  AA Aswathy, G Pankaj Kumar, JC Prasad, High Performance K-Means using Temporary Server Queuing System, International Bulletin of Mathematical Research, 2, 1, 286-289, 2015,.
•  G Pankaj Kumar, J C Prasad, Cognitively Plausible Game Playing Systems Using Context Analysis and Move Impact Estimation, National Conference on Mathematics of Soft Computing, National Institute of Technology Calicut, 2012,.
•  CB Swetha, G Pankaj Kumar, R Ramesh, Converting Unstructured Textual Records to HTML Files, National Conference on Emerging Trends in Management and Information Technology, 2011,.
•  G Pankaj Kumar, Alby Scaria, Resource Allocation Manager, National Technological Congress, CET Trivandrum, 2011,.
•  R Ramesh, G Pankaj Kumar, Elisabeth Thomas, Persistent Referral Service for Mitigating DDos Attacks Using Search Engines:PRS, International Conference on Information Security, 2011,.
•  G Pankaj Kumar, Vince Paul, K Prasadh, Pegasus:An Approach for a Secure Mobile Agent Architecture, International Conference on Information Security, 2011,.
•  G Pankaj Kumar, Shruthy Manmadhan, R Ramesh, User Authentication Using PanGo Generator, International Conference on Information Security, 2011,.
•  G Pankaj Kumar, Vince Paul, K Prasadh, A Security Model For Social Networking Sites, International Conference on Emerging Engineering Trends, 2011,.
•  R Ramesh, G Pankaj Kumar, Multi-Ported Enhanced Security Architecture To Prevent DDOS Attacks Using PRS Architecture, Annual International Conference on Emerging Research Areas, 2011,.
•  G Pankaj Kumar, Vince Paul, i-Search An Agent Based Search Engine, Second International Conference on Advanced Computing & Communication Technologies, FISAT, 2010,.
•  G Pankaj Kumar, An Autonomous Agent Based Secure Architecture for E-Commerce Application, National Seminar on Multitiered Web based Application Development, 2010,.

• Attended GUJCOST sponsored national level five days online STTP on  AI and ML Applications In Data Science organised by department of computer science, IIICT INDUS University-Ahmedabad from  February 22-26 , 2021.
• Participated in a 10-days short-term course on “Advancements in Signal Processing and Artificial Intelligence in Healthcare (ASPAIH)” organized by Indian Institute of Information Technology, Design and Manufacturing, Kancheepuram, Chennai, India during 15th – 24 February 2021.
• FDP on ICT Tools For Teaching, Learning Process & Institute from 10th – 21st August, 2020 organized jointly by Electronics & ICT Academies NIT Patna, MNIT Jaipur, PDPM IIITDM Jabalpur, IIT Guwahati and IIT Roorkee.

• Talk on “SudokuFinder: Solving the 17 clue Sudoku challenge” as a part of SCIPY INDIA International Conference on Python For Education And Scientific Computing IIT Bombay

• Talk on “Applications of Fuzzy logic” in the UGC Sponsored National Conference on “Fuzzy Logic and its Applications to Computer Science” – the Annual Conference of Kerala Mathematical Association, Baselios Poulose II Catholicos College, Piravom, February 2014

• Talk on “Discrete Mathematics and its Applications” in the UGC-sponsored National Seminar on “Discrete Mathematics And Its Applications”, Sree Sankara Vidyapeetom College, Perumbavoor, March 2014.

• Conducted Two-day Interactive workshop on Deep Learning,  Amrita School of Arts and Sciences, Kochi, Feb 2019

• Conducted Hands-on Workshop Introduction to Natural Language Processing Tools at Rajagiri School of Engineering and Technology (RSET) in February 2018

• Delivered Expert session on   Recent trends in Neural Engineering, College of Engineering Kidangoor,  March 2017

• Conducted  Hands-on  Workshop on Python Programming tool for Data Science, Amrita School of Arts and Sciences, Kochi, Nov 2017

• Delivered hands-on session  at  STTP on Intelligent Method Towards Computational Linguistics, College of Engineering, Cherthala  July 2013

• Conducted Training Programme on “Research Trends in Data Mining”, College of Engineering, Cherthala Oct 2013

• Resource Person for Three day FDP on Python Programming in Image Processing and Machine Learning, Vidya Academy of Science and Technology, March 2017

• Delivered expert session in FDP on “IoT for Emerging Technical Application”, College of Engineering, Kidangoor, March 2017

• Delivered hands-on Sessions during FDP on “Research Direction  in Cloud Storage”, Jan 2017

• Invited talk on “High-Performance Computing”, Vidya Academy of Science and Technology Aug 2014

• Technical Session on Cloud computing and Big Data, College of Engineering Munnar, March 2017

• Invited Session on OpenMP and CUDA at STTP on High-Performance Computing, RIT Kottayam

• Delivered Expert Session at STTP on Data mining Techniques in Dec 2013

• Resource person for Workshop on “Big Data Analytics“,  Sahrdaya College of Engineering, September 2015

• Delivered hands-on session in Faculty Development Program on Secure Cloud Computing, TocH Institute of Science And Technology, June 2016

• Invited Talk in Faculty Development Program on Recent Advances in Computing, Government Model Engineering College, Ernakulam  April 2016

• Delivered Expert Sessions in a training programme on Machine Learning Techniques and its Applications, College of Engineering, Cherthala March 2014

• Invited talk on High Performance in Practice in FDP on “Internet of Things and High-Performance Computing”, TocH Institute of Science And Technology, June 2016

B.Tech Projects

1. Visual Scripter, 2024.
2. Network for action recognition in Videos, 2024.
3. Malayalam Word Segmentation, 2023.
4. Text Extraction And Recognition From Certificates, 2023
5. Split Screen Dance Evaluation Aid Using Machine Learning, 2023.
6. Real Time Crowd Detection. 2022.
7. An Advanced Algorithm for Interpretable Decision Trees. 2021.
8. Multidimensional approach for solving issues in Collaborative Filtering Recommender System, 2021.
9. Ontology Based Malware Detection, 2021.
10. Data Slicer, 2020.
11. Meta-heuristic Algorithm for Global Optimisation, 2020.

222TCS002|S2 M.Tech ADS| DEEP LEARNING

222LCS001|S2 M.Tech ADS| DEEP LEARNING LAB

CXL333|S5 B.Tech CSD|VR LAB

221TCS004|S1 M.Tech ADS|INTRODUCTION TO AI AND NLP

221LCS001|S1 M.Tech ADS|ADVANCED MACHINE LEARNING LAB

CST396| S6 B.Tech Honors|ADVANCED TOPICS IN MACHINE LEARNING

221TCS100|S1 M.Tech ADS|S1ADS22 ADVANCED MACHINE LEARNING