· Senior Staff Scientist/Manager, Google2022–
· Senior Research Scientist, Amazon2020–2022
· Visiting Scholar, University of California, Berkeley2018–2019
· Postdoctoral Researcher, University of California, Berkeley2016–2018
· PhD in Computer Science, Cornell University2011–2016
· MS in Computer Science, Cornell University2009–2011
· B.S. in Computer Science, Cornell University2005–2009
· Chief Scientist and SVP, Conversica
· Bachelors in Computer Science, Indian Institute of Technology, Kharagpur
· Lead Researcher, Jade Falcon IT
· Lead Researcher, Lnx Research
· Director, Mayo Clinic
· Principal Applied Scientist, Microsoft
· Assistant Professor / Adjunct Professor, Northwestern University
· PhD in AI, Northwestern University
· Former Lecturer, UC Berkeley School of Information
· Guest Faculty, University of California at Berkeley