Greater Delhi Area
Making search fast and relevant.
AI Engineering
Machine Learning
Leading the Search AI efforts for LinkedIn Learning - intent, expansion, retrieval, ranking and explore/exploit techniques.
+ Helping scale and improve relevance of comment/thread rankings for LinkedIn feed + Context aware query autocomplete in typeahead search + LinkedIn Learning content recommendations for job pages
Developed metrics for federated search to monitor user engagement and relevancy. Later used the same metrics to measure own improvements made in intent calculation for certain clusters. Migrated an entire search vertical from an outdated architecture to a more recent one and made improvements in relevancy and scoring. Both efforts ramped to the live production environment.
Worked in the core team of a start-up developing an IoT powered energy dashboard with monitoring and analytical tools targeted towards large corporate buildings and manufacturing spaces. Delivered an end-to-end product complete with - on-site Raspberry Pi installation package, Python API’s for live energy data stream access and frontend JS visualization dashboards with alerting. The product is now successfully deployed at several locations. You can follow their work at - https://zenatix.com/
As part of the Mobile and Ubiquitous Computing group, setup 200+ smart meters and controllers across the Institute with over 3 million data points being generated every day. Involved empirical research on determining the most efficient technologies for data collection, archiving and querying of energy data. Successfully deployed at IIIT - Delhi and being used since Aug, 2013.