[20] "First step towards metaverse", Invited talk, University of Engineering and Management, Kolkata, 28th July, 2023.
[19] "Industry Applications of Computer Vision," Invited talk at IEEE Int. Conference on Computer, Electrical and Communication Eng., Kolkata, 19th January, 2023.
[18] "Corporate Research: Challenges and Opportunities," Invited talk in Research Methodology course for PhD students, Indian Statistical Institute, Kolkata, 16th September, 2022.
[17] "Emotional Intelligence for Cognitive Robotics", Half day tutorial at International Conference on Emerging Techniques in Computational Intelligence, Hyderabad , 25th August, 2022.
[16] "Deep Learning in 3D Reconstruction", Winter School on Deep Learning, Indian Statistical Institute, Kolkata, 13th Feb, 2022.
[15] "Industrial Research on Technology”, Invited Talk, Orientation program for PhD students, Indian Institute of Technology, Jodhpur (organized online), 22nd July, 2021.
[14] Machine Learning for cognitive robotics" Invited Talk, Institute of Engineering and Management, Kolkata (organized online), 8th March, 2021.
[13] "Machine Learning for cognitive robotics" Invited Talk, Haldia Institute of, Kolkata (organized online), 31th March, 2021.
[12] "Computer vision for cognitive robotics" Invited Talk on in ICRACS, 2020, Anurag University, Hyderabad (organized online), 23rd September, 2020.
[11] Invited Speech, CSI Student Convntion, BP Poddar Institute of Management and Technology, 5th Obcober, 2018.
[10] Keynote, up.AI Summit, theme: AI for social good in India, IIT Kharagpur, October 5th to 7th, 2018.
[9] Motivational Talk, Women in Signal Procession Luncheon, International Conference on Image Processing, Beijing, September 18, 2017.
[8] GNU/Octave for Machine Learning, Workshop on Women in Free Software and Fedora Women's Day, Netaji Subhash Engineering College, Kolkata, July 15-16, 2016.
[7] Self Organizing Map and its applications, Workshop on Nature Inspired Computation, Indian Statistical Institute, Kolkata, 26 to 28 March, 2015. ppt video part I, part II, part III, part IV
[6] Lip Tracking under Various Expressions Utilizing Domain Knowledge, TCS workshop, TCS Innovation Lab, Salt Lake, Kolkata, Nov 22, 2014.
[5] Image segmentation, 10th North-East workshop on Computational Information Processing, Aizawl, Nov 10 to12, 2010.
[4] Radial Basis Function Network. 9th North-East workshop on Computational Information Processing, Indian Statistical Institute, Kolkata, March 2-6, 2010.
[3] Image processing practical classes. Workshop on Digital Image Processing and Synthesis, Indian Statistical Institute, Kolkata, Dec 14, 2009 to Jan 27, 2010.
[2] Image Segmentation: Some Methods And Analysis, 8th North East Workshop on Computational Information Processing, Tripura University, Tripura, Mar 24 to 27, 2009.
[1] Self Organizing Map. 7th North East Workshop on Computational Information Processing, Indian Statistical Institute, Kolkata, Sep 23 to 25, 2008.