My primary role is in Machine Learning and Deep Learning (A.I.) based applications. I have conceptualized and designed novel disruptive applications in advanced image analytics using Deep Learning models. Dominant technical activities within this role include DeepLearning model developments, Digital Image Processing and high performance data flows. Example projects within this role are intelligent field/edge devices running DL models to identify or count crops and crop phenotypes (traits). Edge devices include mobile phones, UAVs or rovers.Most salient concept within this role is to bring disruptive innovation to solve intractable problems. Moreover the role is to operate like a technology startup, from identification and crystallization of the problem domain, exploring the solution space and also provide market monetization capabilities. As such my responsibilities included and spanned across Product Design, Model development, Data engineering , Market research, team building and mentoring, and most importantly concept/technology selling and evangelizing.

As Performance and Availability Strategy my role was to bring in emerging trends and best practices to scale and improve Application performance. Also I part of responsibility was to lead and run Ops war rooms to mitigate Performance related outages and bottlenecks.

As Data Team lead my job was lead a team to Data Engineers and designers. Provide technical leadership and mentorship. Manage and Data workflow and assets.