Gautam Singaraju, Ph.D., is a Senior Staff Machine Learning Engineer. Gautam has 14 years experience in industry and 8 years in academia (full time in industry since 2010).
Recent Granted Patents:
Google Scholar | USPTO| Count | Year | Patent Number | Patent Title |
|---|---|---|---|
| 8. | 2023 | 11657797 | Routing for Chatbots. |
| 7. | 2023 | 11651768 | Stop word data augmentation for natural language processing. |
| 6. | 2023 | 11625620 | Techniques for building a knowledge graph in limited knowledge domains. |
| 5. | 2023 | 11551135 | Techniques for generating a Hierarchical model to identify a class among a plurality of classes. |
| 4. | 2022 | 11416777 | Utterance Quality Estimation. |
| 3. | 2021 | 11206229 | Directed acyclic graph based framework for training models. |
| 2. | 2020 | 10824962 | Utterance Quality Estimation. |
| 1. | 2020 | 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.