Moved to India, started working with the Indeed Apply product team.Improving Marketplace Quality across the 1000+ Occupations served by Indeed: Helping jobseekers apply to the best jobs, helping employers find the right candidates.

I lead initiatives that help understand job seekers better, improve match-quality and ultimately get people jobs. My teams grow Indeed’s understanding of job seekers’ qualifications, and seek to improve Marketplace quality. We own user-facing features, combine ML models and structured job/jobseeker data to guide applications on Indeed.For job seekers, this means: Smarter Profile questions, Better recommendations, less time spent searching, more positive responses to your applications. For employers: Find the right candidate quickly, Better results on sponsored jobs, more bang for your buck.

I built services and systems around Geospatial data, Maps and locations. Designed a new service for and helped overhaul Yelp’s geocoding backend. Upgraded our location capabilities by combining proprietary and public data, built analysis tools and automated painful manual processes that kept business data up to date.Had fun discovering the delightful quirks in addresses and location parsing across the world.

Worked on Rackspace Cloud Queues and what would eventually become OpenStack Poppy (CDN). Realised I quite liked distributed systems.

Built software for Siemens' Angiography & X-Ray solutions team.

Mahindra Research Valley: Interned on developing models for Engine Management Systems.