Hands-on AI Product and Engineering Executive with 23+ years experience in the development and deployment of AI and ML systems. I am passionate about delivering value to our customers and stakeholders through AI and ML Products and Solutions. Have led AI Product Management as well as Product Implementation and Execution for a diverse set of industries including financial services, telecommunications, mobile advertising, and NASA. Have been intimately involved in the transformation of industry use cases by leveraging ML, deep learning, explainable AI, AutoML, MLOps, ModelOps and recently Generative AI and Large Language Models (LLMs) including LLMOps. AI/ML use cases span operations, call center, transactional fraud, anomaly detection, AML, personalization, real-time bidding, marketing, advertising, real-time payments, conversational commerce, and numerous other financial services use cases. Am also an advocate for Responsible AI and regularly participate in industry forums aimed at creating awareness and driving solutions for fairness in AI along with monitoring GDPR and CCPA impact on data use and privacy. Recently this has been extended to include the responsible deployment of LLMs ensuring the proper controls are codified in the LLM tech stack. Strongly believe in AI driven automated controls and policy enforcement engines where possible in order to navigate the regulatory requirements of Financial Services.Well versed in the entire ML lifecycle from ideation through build, train, deploy, execute, monitor and refit. Have led the implementation of MLOps, ModelOps and now LLMOps along with the departure from SDLC to MDLC (Model Development Lifecycle) including automation of controls and regulatory toll gates. I am a strong believer in models building models (even in regulated industries) provided there is integrated automated model governance, explainable and interpretable models, and continuous model/data drift monitoring. Am an active participant in the AI community, contributing to industry events as a speaker and thought leader. Additionally, am an Adjunct Professor of Computer Science at the University of Maryland Global Campus, where I teach courses on AI and ML, Cloud, and Advanced Programming Languages and Senior Capstone projects.
Listed skills include Mobile Devices, Software Development, Saas, Analytics, and 38 others.