Research

Recently, I joined the Transitional AI Research Group at UNSW, Sydney where my work revolves around proposing a framework that employs deep learning models, including YOLO and CNN-LSTM, that are trained and refined using selected datasets, to detect violent, abusive and inappropriate scenes from movie videos. We are using the AIRTLab and Real Life Violence Situations (RLVS) datasets.

During May-July 2023, I worked with Dr. Palash Ghosh of IIT Guwahati on time series data. We calculated the optimal fertility rate (a constant fertility rate that should be maintained in order to achieve a desired population in a specified future year) of India, given a future year. I also developed a shiny app entirely based on R statistical software that predicts the population of India based on the available data on migration rate, death rate, fertility rate and population of India, and also calculates the optimal fertility rate given a target population in the future for India. The application is available at: https://palash.shinyapps.io/forecasting-app/.

During the winter of 2022, I worked on Continued Fractions and Pell's equations under Dr. Rupam Barman as an intern at IIT Guwahati. The report of the internship can be accessed via this link