Senior Staff Software Engineer (Machine Learning)

• Nov 2021 - Present

Senior Software Engineer (Machine Learning)

• Dec 2017 - Oct 2021

Senior Data Scientist

• Dec 2015 - Dec 2017

Working with cross functional teams in a fast paced multidisciplinary environment consisting of research fellows having decades of industry experience along with PhD’s from top tier US colleges. Teams specializes in big data, machine learning, artificial intelligence, statistics to develop meaningful and valuable insights from data coming from multiple Data Centres in hybrid environments. - Conceptualize problems, apply appropriate theory, explore approaches, simulate and implement. - Designing and building methods to analyze massive and complex datasets. - Construct and present research ideas, prototypes and proof of concepts. - Creating automated anomaly detection systems and constant tracking of its performance. - Implement customized ML algorithms for Anomaly and Outlier Detection at scale using both parametric & non- parametric approaches. Show less

Senior Platform Engineer

• Sep 2013 - Dec 2015

Working with multiple teams specializing in big data, machine learning, artificial intelligence, statistics and bayesian network to develop meaningful and valuable insights into data that can come from a variety of channels such as sales, marketing and clickstream. - Implementation of Recommendation Algorithms for Retail companies in US. - Implementing different ML algorithms at scale. - Implementing different Machine Learning algorithms to be integrated with Kvantum Platform or as a standalone product. - Build predictive analytics models that identify trends in Publisher performance, and deploy these models in a production system at scale. - Creation of Data Pipeline end to end for Sentiment Analysis on Social Media data. - Implementation of PCA & PCA Backtracking using Scala & its integration with Kvantum Platform. - Worked on different technologies to crunch data on large scale & run different models across those data to get insights on it. - Design & build large scale applications that work in distributed environments(Cassandra, Druid) - Designing and building methods to analyze massive data sets both structured and unstructured. - Worked on Data Management module of Kvantum to develop in flows for munging in massive data from multiple resources in real time. - Worked on Infrastructure side of the product to help Kvantum distribute its applications/ services across AWS. Show less

Associate Technology L1

• Jan 2011 - Sep 2013

Experienced in E-Commerce, PBM, Telecom & Auto domain, worked in teams responsible for auto generation of numerous reports. As well as analysis & evaluation of massive data at various levels, for sales, inventory, order, CRM data come from clients spread across globe. - Analyse user behaviour pattern from client's massive web data and improve experience. - Build a system that saves and analyze client massive Web data and generates report on them. - Build an automated system that can predict actual demand of a product. - Build an error reporting mechanism that collates reports and pinpoint to common issues within the code. - Integration & Development of new Modules and solve bugs. Show less