Dec 2017 – Mar 2021 · 3 yrs 3 mos

• I worked on building machine learning solutions for LinkedIn notifications. My work involved building, training, testing, and deploying machine learning pipelines that help members get more relevant notifications through LinkedIn. I have worked on problems related to supervised learning, causal learning, and multi-objective optimization in the context of notifications.
• https://arxiv.org/pdf/1901.10550.pdf

Jan 2017 – Dec 2017 · 11 mos

• As a Machine Learning Engineer at Anti-Abuse Team at LinkedIn, my work involved using machine learning to detect and prevent multiple forms of abuse including spam (invitations/jobs/ads), fake accounts (scam), harassment, and automation (registrations).

Mar 2015 – Jan 2017 · 1 yr 10 mos

• I work with the Security Data Science Team at LinkedIn. As a data scientist I have worked on building and deploying machine learning models for catching bad guys and activities like payments fraud, ads fraud, and scraping on LinkedIn.

Jul 2011 – Jul 2012 · 1 yr · Gurgaon, India

• Building research prototypes for multimedia retrieval and ranking.
• https://www.researchgate.net/publication/232906233_TWIPIX_A_web_magazine_curated_from_social_media