Advances in exploratory data analysis, visualisation and quality for data centric AI systems
- 2022
- KDD 2022
Ruhi Sharma Mittal
Overview
Title
Advisory Software Engineer
Location
IBM Research - India
Bengaluru, India
Bio
I am an advisory Research Engineer at IBM Research Labs, India. In DataOps team at IBM, I currently working on building solutions to improve data quality to make data ready for machine learning pipelines. I did my Masters from Indian Institute of Technology, Bombay. I have authored and co-authored many research papers in top conferences. My research interest includes Machine Learning, Natural Language Processing, and applied AI.
Publications
Patents
Image Object Recognition Through Multimodal Conversation Templates
- 20 Feb 2023
- US
- 11586858
Image Object Disambiguation Resolution Using Learner Model Based Conversation Templates
- 31 Oct 2022
- US
- 11487949
Image Object Disambiguation Resolution Using Learner Model Based Conversation Templates
- 22 Mar 2021
- US
- 10956682
Image Object Recognition Through Multimodal Conversation Templates
- 08 Feb 2021
- US
- 10915795
Projects
Data quality in AI
- Data and AI Security
Top collaborators
NG
Nitin Gupta
Senior Research Scientist
SH
Sandeep Hans
Advisory Research Scientist
SM
Sameep Mehta
IBM Distinguished Engineer and Senior Manager. Data and AI Platforms. IBM Research AI