Jul 2017 – Aug 2017 · 1 mo · Greater Kolkata Area

• Worked to create a tool which learns from normal time and attack time BGP network packets and models the learned data to detect anomalous network traffic during attack in real time.Model accuracy : ~ 97%.
• (Machine Learning)

May 2016 – Jul 2016 · 2 mos · Greater Kolkata Area

• Worked on a Start-Up Project aiming at security and outsider and insider threat
• handling of the various assets, such as Webmail, Bugzilla, Jira, Confluence, Mantis
• etc., of a company based on Machine Learning Models Created by the day to day
• usage of all users and then redirecting the whole traffic through a proxy which
• detects and handles anomalies based on the user statistics in real time.(Further
• Details are confidential to the party discussed)
• Detailed achievements:
• 1> Wrote Scripts to automate the user behaviour and to generate and regulate
• statistics of Downloads, Uploads,Clicks and Request-Response Cycle in Python
• for the all the assets mentioned above.
• 2> Found and Fixed vital bugs in the preexisting assets
• 3> Learned about PythonJS, Ajax and Python scripts for crawling and Spidering
• the web.(specially using Scrapy).