Help with the AI Technology and Business strategy, AI solutions discovery, Go to Market strategy with AI products-services-and platforms, Fund raising, and introductions to potential partners and customers.

Leading a team of Machine Learning Engineers to build the Next Generation Hybrid Work Solutions, products, and services for HP|Poly's Video-Audio-and Software solutions. Inventing for the future of hybrid work products and services, making the collaboration devices and solutions and smarter, and solving most challenging cusomer problems with AI-driven innovations.- Lead the research and development of fast and robust people detection and tracking solution for video bars. Lead the development, testing, and deployment of the detector and tracking on embedded devices.- Invented sensor-less, algorithm-driven people distance estimator that maps image coordinates of humans to 3D world coordinates that revolutionizes the conferencing experience. The USPTO patent granted approach is deployed on thousands of video bars being experienced by customers for every day conferencing experience.- Lead the development of multi-cameras detection, tracking, re-identification, and framing experiences involving front of the room and center of the table 360-degree camera solution.- Scouting for the next generation of AI System on Chip for the conferencing audio and video solutions.- Lead the research and development of unified head detection, keypoints estimation, and Euler angle determination model for creating novel framing and tracking experiences for video bars.- Lead the reserarch and development of objects detection solutions for conferencing environment and integrating with the framing and tracking systems.- Significant contributions in the design and development of in-house R&D, automation, and testing frameworks for video and audio AI application use-cases and deployments on embedded devices.- Lead the development of AI-driven voice-only sentiment detection solution for audio and video communication devices. - Lead the development of video data collection from devices, management, auto scanning for objects and people, and annotation system for future model improvements.

Leading a team of Machine Learning Scientists and SW Engineers based at Pittsburgh and Mountain View, engaged in developing next generation of AI and Machine Learning products and solutions powering millions of smart devices. Lead the development of scalable and flexible AI platform to build innovative products and services. Help building Machine Learning and AI strategy for the organization and provide leadership for effective execution. Hire, train, and retain Machine Learning talent for the organization. Qeexo's ML engine powers more than 500 Million devices world wide and counting!

Founder and Chief Technologist, Cloud-based retail analysis business unit. Provided technology, business, and strategic leadership for the development of Cloud-based Software as a Service and IoT-based products for Bosch. Lead local and international teams contributing to agile process, product development, UX research, solution deployments, and business development. Lead agile organization change management.Bosch trained Product Engineering Leader through special program : Leadership Focus Group.1. Incubated IoT and Cloud-based services team in the research and technology center as a leader and a mentor2. Recruited fresh talent in relevant technologies, provided content-driven leadership, technology mentor-ship, and goal driven management, and established clear vision and mission 3. Integrated the team in the organization, instrumented with tools, vision, strategy, concepts, and processes to make high performance agile team constantly delivering value for the customers4. Researched Video Surveillance as a Service technology stack, lead the team to develop the Computer Vision-based technologies for Smart IP Camera platform, and transformed the technology products and prototypes to newly created in-house analytics as a service business.

1. Research and development on Machine learning algorithms, mathematical analysis of algorithms, optimization for embedded platforms, and mining of web-based data for recommender systems.2. Designing computer vision algorithms on embedded platforms, application of algorithms on audio-visual information pertaining to digital media, and smart camera video analytics applications3. Member of patent review committee and responsible for fostering innovation organization wide4. Member of technology planning group and responsible for strategic R&D program on Digital Content Management and open innovation cooperationAdditionally, filed several patents in India, USA, and Korea. Published many research reports and research papers to disseminate knowledge. Collaborated with premier research universities such as IIT Delhi, IIT Kanpur, IIT Mumbai, and IIIT Hyderabad for advance research and product development. Delivered software products using software engineering and quality assurance processes.Received Director's Core Employee award and Innovation AwardsReceived Samsung Best Paper Award in 2008 for recommender system research work, which was awarded to only 48 Best research papers of the 925 research papers submitted world wide.Recruited top notch talent from IITs/IIITs/NIT as a member of Samsung Recruitment panel for premier institutions.