Building AI agents for sales teams to automate workflows such as RFP management ($1+Trillion worth of projects get allocated via. RFPs and tenders within the US annually). Host of the Inventive Podcast.

Founding PM of Google LaMDA's platform (which powered Google Bard v1); led go to market strategy and execution of many other cutting-edge AI technologies in NLP (On-device Smart Replies, Emotion detection) and Computer Vision (Gaze detection). Built multiple AI platforms and shipped AI-first features within Search, YouTube, Cloud, Gmail, Play and Android.*[2021] PM for User Attention Understanding & Affective Computing Technologies at Google*Led development of smartphone-based gaze estimation capabilities for use cases such as Accessibility features & UI design evaluation. Released GoEmotions dataset, world's largest dataset for text-based emotion detection.*[2017-2020] PM for LaMDA and Other NLU Platforms*Co-conceptualized the character development platform (introduced by Sundar Pichai at Google I/O 2021, https://bit.ly/3khVUDm). Shipped Smart Reply models across Android and Google Play (>X00Mn users). Shipped on-device NLU models within Gmail, Assistant, gBoard, Android (>X Bn users). Launched NLP Support Library in TensorFlow Lite jointly with TensorFlow team (>X00K devs)

+ Conceptualized Google’s first-ever partnership program with top grossing Android developers (Supercell, Kabam, etc.) for risk data sharing to fight world's most sophisticated fraud attacks. Led to $XXMn saving within a year.+ Built a successful business case to start a team in JAPAC region; set up a team of 4 in Tokyo.+ Co-developed Google’s first graph-based payment fraud detection system, saving $YY+M annually.+ Led 100+ fraud deep dives by investigating hundreds of terabytes of payments log data, and adding scores of signals to risk ML models. Impacted 100Mn+ users globally.PS: I lost some personal $$ to an abuser while trying to reverse engineer a fraud. Slightly embarrassing ;)

Novus Minds' mission was to enable businesses to accept online payments in India (~Stripe for India). We started with the education sector and launched Edubooks.in, which enabled education institutes to accept online payments for course fees, food expenses, and more. We ran into some hurdles and had to shut it down in early, but it was none the less an amazing ride.PS: Remember how payment ecosystem was in 2012 in India? :-) Kudos to RazorPay, PayTM, gPay, and others.