• Designed an intelligent system that automatically solves reasoning based mathematical word problems using the knowledge base of the agent.
• Constructed a ‘Geo Dataset’, with structural and reasoning variations.
• Created a language model incorporated with a memory network and a shape detector to solve geometry word problems automatically.

Developed an AI based Alert correlation model for heterogeneous logs to reduce false alerts and detect attack path.

• Created an automatic asset discovery tool to discover assets connected to a network in an IT organization.
• Developed a methodology for Threat Value Assessment, built on top of ISMS framework to reduce the impact of security risks.

• To minimize damage and prevent attacks, designed a Deep learning based Alert Triage model.
• Developed a methodology for calculating confidence scores of automatic incident response systems.