“Data Models”, Workshop on Database Management Systems, Department of Biotechnology, National Institute of Technology, Durgapur, India, July 2007.
“Genetic Algorithm based Clustering: Application to Microarray Gene Expression Data”, One-day state-level seminar on Aspects of Computational Intelligence, RCC Institute of Information Technology, Kolkata, India, November 2008.
“Multiobjective Optimization: Application to Clustering and Biclustering of Microarray Data”, Winter School on Data Mining, Department of Computer Science and Engineering, National Institute of Technology, Durgapur, India, January 2009.
“Fundamentals of Genetic Algorithms and Multiobjective Optimization: Applications in Bioinformatics”, Tripura Institute of Technology, Agartala, Tripura, July 2011.
“Multiobjective Interactive Fuzzy Clustering of Gene Expression Data”, Indian Statistical Institute, Kolkata, India, September 2011.
“Multiobjective Optimization and its Applications Data Mining and Bioinformatics”, RCC Institute of Information Technology, Kolkata, India, November 2011.
“Genetic Algorithms and Applications”, The University of Burdwan, Burdwan, India, March 2013.
“Bioinformatics: An Overview”, The University of Burdwan, Burdwan, India, September 2013.
“Data Clustering: Methods and Applications”, Siliguri Institute of Technology, Siliguri, India, September, 2013.
“Soft Computing for Data Mining”, Murshidabad College of Engineering and Technology, TEQUIP-II sponsored two-day seminar on Image Processing & Soft Computing, Berhampore, West Bengal, India November 2013.
“An Introduction to Data Clustering”, The University of Burdwan, Burdwan, West Bengal, India, December 2014.
“Algorithms for Mining Protein-Protein Interaction Networks”, Indian National Academy of Engineering (INAE) Annual Convention 2014 (INAE Young Engineer Award Talk), Jaipur, India, December 2014.
“Bioinformatics: Concepts and Applications”, National Conference on Emerging Technologies and Applied Sciences (NCETAS-2015), Modern Institute of Engineering and Technology, West Bengal, India, February 2015.
“Some Applications of Multiobjective Optimization in Bioinformatics”, National Institute of Biomedical Genomics, Kalyani, West Bengal, India, May 2015.
“Mining Large-Scale Biological Networks”, Indo-Chinese Young Engineering Leaders’ Conclave, IIT Gandhinagar, Gandhinagar, India, October 2015.
“Multiobjective Genetic Algorithms and Applications”, RCC Institute of Information Technology, Kolkata, West Bengal, India, January 2016.
“An Introduction to Genetic Algorithms: Method and Implementation”, Calcutta Business School, Kolkata, India, March 2016.
“Fundamentals of Genetic Algorithms and Multiobjective Genetic Algorithms”, Calcutta Business School, Kolkata, India, March 2016.
“An Introduction to Clustering Algorithms”, Murshidabad College of Engineering and Technology, Baharampore, West Bengal, India, April 2016.
“Principles of Genetic Algorithms and Applications”, RCC Institute of Information Technology, Kolkata, West Bengal, India, RICCE-2016, July 2016.
“An Introduction to LATEX”, Jadavpur University (Saltlake Campus), Kolkata, West Bengal, India, PMDL- 2016, July 2016.
“Technical Document Writing using LATEX”, MCKV Institute of Information Technology, Liluah, Howrah, West Bengal, India, September 2016.
“Use of ICT in Teaching and Learning”, Kalyani Mahavidayalaya, Kalyani, West Bengal, India, January 2017.
“Fundamentals of Genetic Algorithms”, One-day National Symposium, University of Gour Banga, Maldah, West Bengal, India, June 2017.
“Genetic Algorithms and Applications”, Refresher Course, Burdwan University, Burdwan, West Bengal, India, July 2017.
“Multiobjective Evolutionary Optimization: Concepts and Applications”, Techno India University, Kolkata, West Bengal, India, July 2017.
“Multiobjective Genetic Algorithms for Data Clustering”, RCC Institute of Information Technology, Kolkata, West Bengal, India, July 2017.
“Machine Learning in Bioinformatics: Tasks, Issues and Challenges”, Department of Information Technology, Jadavpur University, Kolkata, India, May 2018.
“Single-objective and Multi-objective Genetic Algorithms”, Special lecture, University of Gour Banga, Maldah, West Bengal, India, July 2018.
“Multiobjective Genetic Algorithms with Applications in Bioinformatics and Computational Biology”, International Workshop on Modeling Simulation and Soft Computing, National Institute of Technology, Silchar, Assam, India, August 2018.
“A Graph-Theoretic Study of Hepatitis-C Infection Pathways in Humans using Protein-Protein Interaction Networks”, Annual Meeting of Indian Society of Human Genetics (ISHG-2019), University of Kalyani, India, January 2019.
“Revised Process of NAAC Assessment and Accreditation”, One-day Workshop on Preparation of NAAC 3rd Cycle, Sudhiranjan Lahiri Mahavidyalaya, Majhdia, Nadia, West Bengal, March 2019.
“An Introduction to Genetic Algorithms for Single and Multi-objective Optimization”, Summer School on Dynamics of Complex Systems, International Center for Theoretical Sciences (ICTS), Bangalore, May 2019.
34. “Association Rule Learning: Concepts and Applications”, Workshop on Machine Learning and IoT, National Institute of Technology, Durgapur, June 2019.
35. “An Introduction to LATEX Beamer Presentations”, RCC Institute of Information Technology, Kolkata, July 2019.
36. “Data Science: An Introduction”, Asansol Engineering College, Asansol, West Bengal, November 2019.
“Machine Learning in Bioinformatics”, Belur Ramkrishna Mission Vidyamandira, Howrah, West Bengal, February 2020.
“Machine Learning in Bioinformatics”, Belda College, West Bengal, July 2020 (online).
“Multiobjective Genetic Algorithms: Methods and Applications”, Debra College, West Bengal, August 2020 (online).
“Introduction to Google Online Tools”, West Bengal State University, Barasat, West Bengal, November 2020 (online).
“Association Analysis: Concepts, Algorithms and Applications”, Asansol Engineering College, December 2020 (online).
“Multiobjective Genetic Clustering and its Applications”, Keynote at EAIT-2020, University of Kalyani, February 2021 (online).
“Introduction to Latex”, CIRM, University of Kalyani, March 2021 (online).
“Machine Learning Applications in Computational Biology”, JIS College, July 2021 (online).
“Fundamentals of Data Science”, Course on Future Trends of AI, Kolkata, December 2021 (Online).
“Multiobjective Genetic Algorithms and Applications”, ATAL FDP, NIT Agartala, Tripura, January 2022 (online).
“Mining Large-Scale Biological Networks”, Keynote at CICBA-2022, Assam University, Silchar, January 2022.
“Research Metrics”, Kazi Nazrul University, Asansol, West Bengal, January 2022 (online).
"Fundamentals of Clustering Algorithms", BC Roy Polytechnique College, Durgapur, West Bengal, February 2022 (Online).
"Fuzzy Sets and Neural Networks", Vidyasagar University, West Bengal, February 2022 (Online).
"Multiobjective Optimization for Clustering: Methods and Applications", NIT Warangle, India, March 2022 (Online).
"Research Metrics", Bhairab Ganguly College, Belgharia, West Bengal, May 2022.
"Multiobjective Clustering for Satellite and Medical Image Segmentation", IEM Kolkata, India, September 2022.
"Some Applications of Multiobjective Evolutionary Optimization in Bioinformatics" in the One-day Webinar titled ``Contemporary Advances in Computational Intelligence'', Department of Computer and System Sciences, Visva-Bharati, India, India, December 2022 (Online).
"Evolutionary Algorithms for Optimal Placement of Robotic Facilities", Central Mechanical Engineering Research Institute, Durgapur, India, January 2023.
"Research Metrics", Netaji Subhash Open University, Kalyani, India, February 2023.
"Multiobjective Evolutionay Algorithms for Clustering", JNTU-GV College of Engineering Vizianagaram, Andhrapradesh, India, February 2023.
"Bioinformatics: Where Biology Meets Computation", Academy of Technology, Adisaptagram, Hooghly, India, August 2023.
"Transforming Education: The AI Revolution", Gobordanga Hindu College, West Bengal, India, September 2023 (Online).
"Data Science & Machine Learning for IoT: An Overview", Malda College, West Bengal, India January 2024.
"An Introduction to Convolutional Neural Networks", Netaji Subhash Engineering College, Kolkata, India, January 2024.
"AI Tools for Data Analysis", Faculty Development Program on AI Tools for Data Analysis, Organized by CIRM, University of Kalyani, West Bengal, India, February 2024.
"Multiobjective Genetic Algorithms for Clustering: Methods and Applications", University of Engineering and Management, Kolkata, India, February 2024 (Online).
"Data Science and AI: Unleashing the Power of Data", 1st monthly colloquium under Vikshit Bharat \@2047, Visva-Bharati University, Shantiniketan, West Bengal, India, February 2024.
"Some Applications of Multiobjective Evolutionary Optimization in Bioinformatics", Invited Lecture at the 4th International Conference on Engineering Mathematics and Computing (ICEMC-2024), Haldia Institute of Technology, Haldia, West Bengal, India, March 2024.
"Data Science & AI: Unleashing the Power of Data", Inter/Multidisciplinary Refresher Course in Digital Information System and Big Data Analytics, Organized by University of Calcutta in collaboration with UGC-HRDC, March 2024 (Online).
"Data Science, AI and Deepfakes: An Overview", Two-Week Capacity Building Programme for Young Social Science Faculty, Department of Political Science, University of Kalyani, West Bengal, India, 9-22 March 2024.
"Libraries in the Age of Generative AI", Plenary lecture at National Seminar on Libraries in Next Era (LiNE-2024), Organized by Department of Library and Information Sciences, University of Kalyani, West Bengal, India, March 2024.