• 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.

• 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.

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

• 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.