Experience

 
 
 
 
 

Machine Learning Intern

MindMeld Conversational AI - Cisco

May 2019 – Aug 2019 San Francisco, California
  1. Developed ML and DL models to take conversational and system environment context into account to improve domain and intent classification F1-scores by over 5% for the Webex Assistant Conversational AI framework
  2. Developed a Human Resources conversational assistant system as an enterprise example use-case of Cisco’s open source conversational AI platform, Mindmeld
 
 
 
 
 

Visiting Research Scholar

Max Planck Institute for Software Systems

Jan 2018 – Apr 2018 Germany
Developed the idea for self-assembling ML models to simultaneously optimize the structure and parameters of classical ML techniques, while testing the hypotheses on Gaussian Mixture Models and Hierarchical Regression models

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