Rumi Ghosh
Product Manager, Lead Data Scientist at Bosch
- Role
- Product Manager, Bcai Ai Platform at Bosch
- Location
- Palo Alto, CA, US
- LinkedIn followers
- 500 followers
About Rumi Ghosh
My interests have been inter disciplinary and I have always been motivated by creating quantifiable impact through my work. My current role includes overall management of the Bosch AI platform, with responsibilities including but not limited to understanding the platform ecosystem and defining and implementing its overall strategy, feature roadmap and prioritization. It also includes shaping the platform to enable the transfer of AI research into products and the development, maintenance and scaling of innovative AI solutions with quantifiable impact to solve some of the world’s hardest problems in industrial AI. As a data and research scientist, my research interests include causal discovery, robustness of AI techniques in unstable and dynamic environments and domain specific AI and machine learning algorithms for manufacturing and connected mobility. My work has revolved around applying data mining to real life applications, translating business needs to technical problems and devising state of the art solutions to solve them. I have led many data mining projects in many different domains ranging from manufacturing to internet of things. These projects have had a commercial impact in terms of savings or revenue generation. Apart from that I have also led company wide training programs on data mining in the past.My Ph.D. and postdoc focused on graph analytics and investigating the role of topology and dynamics in network analysis, information spread and summarization. I have over 30 research papers and 5 patents (granted and pending).
Experience
Product Manager, Bcai Ai Platform
Jun 2020 — Present · Sunnyvale, CA, US
Responsible for overall management of the BCAI AI platform and associated services across three locations USA, Germany and IndiaUnderstand the the BCAI AI platform ecosystem, markets, competition and user requirements in depth.Define and implement the overall strategy of the platform Feature roadmap and prioritization of activitiesEnable the transfer of AI research and innovations into productsEnable the development, maintenance and scaling innovative AI solutions with quantifiable impact to some of the world’s hardest problems in industrial AILaunch new products and features for Platform as a Service, Data as a Service and AI as a service and make build vs buy decision wherever neededWork collaboratively across regions, product areas and functions and with Services, Consulting, Engineering, Research, Marketing, UX and other teams on cutting-edge technologies.Coordinate with product owners of individual platform components for alignment of product and infrastructure development with overall platform strategyWork with leadership and business development team on the business model
Education
Indian Institute of Technology, Kharagpur
Bachelor of Science, Mathematics and Computing
2002 — 2007
Indian Institute of Technology, Kharagpur
Master of Science, Mathematics and Computing
2002 — 2007
University of Southern California
Ph.D, Computer Science
2007 — 2011
Skills
- Text Mining
- Data Analysis
- Social Media
- C++
- Java
- Hadoop
- Machine Learning
- Computer Science
- C
- Programming
- Algorithms
- Python
- Latex
- Matlab
- Data Mining
- Mathematical Modeling
- Artificial Intelligence
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