Voice and visual interaction using Deep Learning (Convolution Neural Networks) to identify Apple as Apple. February, 2016. |
Voice and visual interaction using Deep Learning (Convolution Neural Networks) to identify Orange as Apricots. February, 2016. |
![]() My doctoral Research on email reputation: RepuScore. 2009. |
![]() My doctoral research in UNC Charlotte Alumni Magazine (featured in 2007). |
Gautam Singaraju, Ph.D., is a Senior Staff Machine Learning Engineer. Gautam has 18 years experience in academia and industry (since 2010 full time in industry).
Recent Granted Patents:
- Patent Number: 11206229. Directed acyclic graph based framework for training models.
- Patent Number: 10824962. Utterance Quality Estimation.
- Patent Number: 10733538. Techniques For Querying A Hierarchical Model To Identify A Class From Multiple Classes.
Career:
- Senior Staff Machine Learning Engineer at Advance Technology Group at ServiceNow. (Joined June 21).
- Consulting Member of Technical Staff Oracle working on Oracle Digital Assistant. Gautam built Intent Classification, None class detection, ML Train and Serve code, and Quality Reports, Proof-of-concept Computer Vision models.
- Senior Architect at General Electric.
- Founding engineer of Electronic Arts EADP Team - where he built analytics for multi-million dollar games.
- Senior Software Engineer at: Ask.com on search analytics.
- Post Doctoral Researcher at: University of North Carolina at Charlotte.
- Technical Staff Intern at: VMware.
- Teaching Assistant and Research Assistant at: University of North Carolina at Charlotte.
Educational Background:
- Ph.D., Information Technology University of North Carolina at Charlotte.
- Masters, Computer Science University of North Carolina at Charlotte.
- Bachelors of Technology in Electronics and Communication Engineering from VNR VJIET, JNTU, India.