2024- "Global forest fire mechanism and management - with special emphasis to India" – on 25 July 2024 in Rashtriya Raksha University, India.
- "Connecting the Dots in Geography: A Special Insight from Earth Observation (EO)" - on 19th July 2024 at Department of Geography, Vidyasagar University, India.
- "Fundamentals of Forest Fire Mechanisms and Management" in the certificate course on Disaster risk Reduction and National Security, 22 and 27 March 2024 in Rashtriya Raksha University, India.
2022- "Tracing forest fire clusters through Google Earth Engine (GEE)" in summer training 2022 on Spatial Data Programming with R, GEE and Python for Natural Resource Applications (02-08 June 2022) in Central University of Jharkhand, Ranchi, India.