Senthil Kumar Kumarasamy Mani Email & Phone Number

Bengaluru, KA, IN

Sunnyvale, CA, US

[2021 - 2024] We work in partnership with AI and sister teams in AI infrastructure and facilitate robust, efficient, straightforward application of machine learning capabilities to LinkedIn’s mission. We are one of the core teams behind the Productive Machine Learning (Pro-ML) initiative, bringing a fast end-to-end model and feature goodness to LinkedIn.

Bangalore, Karnataka, IN

Developing a platform for managing the complete lifecycle of AI Model development across data sourcing / management, pre-processing, augmentation, training / experimentation, testing, hosting and monitoring, with data science intelligence baked into the platform.Developing an Enterprise Knowledge Graph Platform, to enable storing and serving of semantic.

[ 2019 ] - Application Modernization. Developing AI-Based tools and solutions to help modernize monolith applications to be cloud-native. Specifically, focus on recommending micro-services form monolith applications and a modernization assistant which can help in migration of third party dependencies. We are using a combination of natural language.

[2015 - 2017] AI Based Automation - The goal of AI based Automation is procedural assistance either as a self–assist solution (assisting the end-users directly) or as agent-assist solution, with the value proposition of increasing productivity and cost savings with efficient problem resolution. In building such a system there exist considerable technical.

[2012 - 2014] Catapult Preventive: Applied machine learning and analytics for deriving insights from mining software repositories like ticketing systems, and code version history - to help stakeholders identify preventive actions to reduce ticket volumes and do effective transitioning in application maintenance space.Filed 4 Patents and Co-authored 12.

Investigated the requirements management method used in packaged applications (SAP and Oracle) and developed solutions to improve asset reuse and management. Primarily responsible for-- Design and Implementation of innovative solutions-- Led and Mentored a team of developers-- Successfully transfered the research solution to business groupsFiled 4 Patents.

Worked on realization of Model Driven Approach for Software Development. Developed Eclipse framework based tools for process and UI modeling and automatic realization of the same applying MDD principles. Primarily responsible for- Designing Innovative Solutions through active research and implement them- Successfully transfer research solutions to business.

Bangalore, Karnataka, IN

Bangalore, Karnataka, IN

B.E & M.Sc, Computer Science & Mathematics

Education record