18+ years of experience in architecting solutions in Storage(SAN and NAS), Embedded and Application domain. Experience in Data Science, Analytics and Project Management. Have good knowledge of latest Machine Learning algorithms. Technical manager with successfully leading teams of 20 members. - Technical Manager - L3 support for bug fixing, analysis and solving customer issues. Developing Tools using AI/ML approach to help in the Root cause analysis and enhanced productivity. Architecting the solutions to avoid Data Unavailable and Data loss scenarios. - Designed and Developed the tool to detect Similar Defects based on Bug Report Database. [Using NLP, Doc2Vec, BM-25, pyGrok] - Developed the image processing solution to detect issues in SAN boxes based on HDD, Enclosure indicator lights. [OpenCV, FFMPEG, Template matching, CannyEdge Detection, Python] - Designed & implemented the solution to address below use cases - Identify Gap in Test coverage. Scope to develop new tests and make the QA more robust. - Effectiveness of the existing test cases. Create minimal suite for Test to ensure validation in lesser test execution time. [Value proposition - shorter test cycles times, reduction in non-relevant test executions, Data driven testing and Gated Check-ins] [Loosely coupled adapter-based architecture for integrating various tool chains] - Managing a project responsible for the development of a Health monitoring solution that analyzes the events generated by the system, performs smart diagnostics using auto triage and provides self-healing capabilities.