Riya Roy Email and Phone Number

--Designed an end to end pipeline to extract risk factors from 10K filings and categorized the risk factors using LDA.--Used Google’s trained universal encoder to generate embedding and mark the year over yearchanges in risk factors.--Worked on the different transactional data of big merchants/companies to extract trends or intuitions from the data.-- Worked on a firm-wide project to map relevant local (and international) laws to respective sub-businesses, which was a multi class and multi-label classification problem.

Anomaly Detection In Time Series DataDesigned an anomaly detection algorithm using clustering approach to identify sudden jumps in risk factor sensitivity data.