Nov 2015 – Jul 2021 · 5 yrs 8 mos · Singapore

• Supported expanding Facebook Marketplace to 30+ countries
• Launched new products like Job Postings, Offers and Instagram Business Profiles

Jul 2013 – Nov 2015 · 2 yrs 4 mos · Bangalore

• Used R for data cleaning and preparation, feature selection, exploratory analysis, user segmentation and predictive modeling for several international clients.
• Applied machine learning techniques such as clustering, classification, regression, principal component analysis, and decision trees to generate insights for decision making.
• Worked on text mining, natural language processing, sentiment analysis and topic modeling using Latent Dirichlet Allocation.
• Experience in creating dashboards/reports using Tableau/Power View/Excel. Worked on SAS for feature selection, statistical analysis, cross-sell modeling and weblog analysis.

Dec 2012 – Jan 2013 · 1 mo · Greater Delhi Area

• Worked on developing an exoskeleton meant for controlling the movement of KUKA Robot (http://www.kuka.com) at the Autonomous Robotics Lab.

May 2012 – Jul 2012 · 2 mos · Bengaluru, Karnataka, India

• Was among the 25 people selected from about 2300 applicants all over India to receive the UGC Scholarship in Electrical Engineering to work on a project at Indian Institute of Science, Bangalore.
• Worked on building a real-time multiple-object tracking system for humans and vehicles. The system captures objects through distributed cameras placed at different locations, processes the information and comes to a consensus.
• Used and implemented the Histogram of Oriented Gradients (HOG), Support Vector Machine (SVM), Mean-Shift Tracking and the Kalman Consensus algorithms in OpenCV on Linux. Hardware implementation of the project was done using Beagle Board.