Applied research shapes how we approach practical technology problems. Explore selected work by JTA Software’s founder across forecasting, geospatial intelligence, optimisation, cybersecurity and machine learning.
Publications by Janhavi Ajay Talhar, founder of JTA Software. These are independent academic papers, not company publications.
ECS Transactions
A comparative forecasting study using statistical analysis, SARIMAX and LSTM-based deep learning for precipitation data.
Sustainable Computing: Informatics and Systems
Machine-learning analysis of heterogeneous temporal and geospatial information for predicting chlorophyll accumulation from ocean and satellite-derived data.
ISSRD International Conference Proceedings
An optimisation approach for identifying travel routes with a lower threat index using pandemic indicators such as active cases, vaccination levels and deaths.
International Journal of Scientific Engineering and Applied Science
A university-level information-security audit examining network security, organisational practices and areas for risk reduction.
International Journal of All Research Education & Scientific Methods
A machine-learning study of employee transportation preferences and the variables that influence whether commuters choose a car.
FMDB Transactions on Sustainable Computing Systems
A quantitative study of crop production, temperature fluctuations and agricultural efficiency across Maharashtra.
