My team develops technologies that enable training of large deep learning models across multiple accelerators at scale. Key focus areas include implementing model parallelism techniques as well as optimized communication collectives tailored for AWS infrastructure.

Creating the next generation of AI/Machine Learning engineers, and, driving awareness and simplifying the onboarding experience for AWS/AI-ML services.

Led the VM Import/Export development team. VM Import/Export enables you to easily import virtual machine images from your existing environment to Amazon EC2 instances and export them back to your on-premises environment. For more information, please visit https://aws.amazon.com/ec2/vm-import

Advising the Office of the Chancellor on AI and Generative AI technologies to shape strategic initiatives for California's community college system. Responsibilities include:- Creating a vision for adapting to changes ushered in by Generative AI.- Building partnerships with industry for innovative student opportunities and sharing best practices.- Addressing challenges like ethics, data privacy, and workforce impact.- Guiding curriculum development and supporting AI-related apprenticeships and internships.

As an Emergency Medical Technician (EMT) at Royal Ambulance, I provide pre-hospital emergency care, ensuring the safe transportation of patients to medical facilities.

Sentellent is a Generative AI company that specializes in leveraging the power of AI to simplify, streamline and enrich our lives. Some of the products that Sentellent has launched are EMS Pal (www.emspal.com) for EMTs, Jammin.ai (www.jammin.ai) for music lovers and Campaigns Planet (www.campaignsplanet.com) for Digital Marketing automation.

Teaching Programming Languages, Data Science and other computer technologies for students at San Jose City College through the regular curriculum and through the TechNest program. - Lead faculty for Data Science. - Led partnership wtih UC Berkeley and helped SJCC be the first community college to introduce the data8 program (https://www.data8.org/) and articulation with UCB.- Led partnership with Google/Stanford/Coursera and helped SJCC be the first community college the Google Data Analytics program to community college students.- Founded https://www.easy-donate.org/ to provide apprenticeship and placement opportunities for community college students. easy-donate.org has since onboarded over 12 apprentices and are on track to support 30 student apprenticeships in Spring 2024.

On a mission to create meaningful apprenticeship opportunities for community college students. easy-donate.org is a 501c3 non-profit tax-exempt organization dedicated to providing apprenticeship opportunities for community college students and social empowerment.

easy-donate was founded with the mission to enable everyone to immediately discover, participate and stay engaged in the sharing of their time, talent and treasures with those in need. Learn more about what we do at https://www.easy-donate.com

Led Engineering for AI Lab, an AI-focused product development organization within EY. Responsible for all engineering functions including Product Development and Deployment, Planning/Forecasting, Budgeting, Architecture and Design, Quality Assurance, DevOps, Support and Compliancee

Exploring strategic business opportunities and innovative products and solutions for Comcast in the areas of machine learning and artificial intelligence.- led the development of a platform for leveraging AI/machine learning and MIT Media Labs research to predict rumors by analyzing social platforms and social graphs.- co-led the creation and successful launch of a data-science team focused on improving operational efficiencies with the company.- developed a machine-learning based recommendations engine for Watchable, Comcast's multi-platform streaming platform- exploring the use of AI for a smarter, better future - speech/text processing, video analytics, robotics, NLP, media analytics, healthcare, IoT, smart cities, smart homes...

• Led the development of the RDK platform software. • Led the development of development tools including the build system, source code repository and related services.• Led the development of monitoring solutions for monitoring and reporting on the health of millions of set-tops and investigate and develop innovative ways of combining field reports and machine learning to create a predictive system for proactively responding to field issues.• Led the integration and automation of RDK test tools to rapidly improve code quality, fail fast and provide real time reports on the health of the RDK code base.• Led the relationship with several key RDK third party vendors and interested communities to help accelerate RDK development and adoption.• Led infrastructure development for Comcast RDK software development and monitoring of fielded devices.• Led multi-site, multi-country development team to develop and deliver against the product roadmap.• Collaborate with various other groups involved with RDK software development and other external groups like application development and infrastructure to ensure timely delivery of critical features.• Use Agile-based methodologies and Kanban to track team progress and productivity and institute feedback loops for continuous improvement. • Work with the management team to develop and manage the annual budget for the team.

Responsible for leading a team of diverse vendors through the development and deployment of next generation set-top devices for Comcast.

Responsible for leading a team of diverse vendors through the development and deployment of next generation set-top devices for Comcast.

Engineering lead for several video and network engineering projects at Comcast, in particular in the area of interactive television (OCAP/ETV) and network optimization. Ensuring that vendors share Comcast’s vision and development is in line with Comcast’s strategies and roadmap. Responsible for managing several vendors and Comcast JV partners across the continental United States.Work extensively with CableLabs to ensure that OCAP/tru2way specifications are well understood by the vendor community and updated to ensure they are in sync with Comcast requirements. Manage the deployment of OCAP/tru2way systems and devices in the Comcast network.Led the system engineering & development effort of a certification tool for DCAS (Downloadable Conditional Access). Successfully positioned and sold the idea of the certification tool to Polycipher, the organization responsible for DCAS.

Led the marketing, system engineering & development effort of a certification tool for DCAS (Downloadable Conditional Access). Successfully positioned and sold the idea of the certification tool to Polycipher, the organization responsible for DCAS. Part of a team of system engineers responsible for specifying the requirements of a critical element within the DCAS security infrastructure.Led the development of a prototype used to validating DCAS specifications.Responsible for development of a quality manual for the Horsham division of CCAD (Comcast Conditional Access Development center). The quality manual includes a gated-process flow for CCAD and process maps and the assignment of roles and responsibility.Led a Six Sigma effort for improving the performance of select processes at the Horsham division of CCAD.

Responsible for system engineering, architecture, design and development functions. Responsible for architecture and a development work-group lead for a new Telcordia-compliant $20m, 45Gb optical/electrical multi-service provisioning system. Responsible for architecture, development and support of an enterprise Network Management System for managing Eastern Research network elements.Responsible for the architecture, development and support of a 10Gb switching hub for the DNX product line. Involved in the delivery and participation of several high-level presentations and product demonstrations to C-Level executives and to corporate customers. Successfully led working-groups in various requirements analysis, architecture, development and testing tasks. A key member of the Process Action Team commissioned to reengineer the company’s processes.

Key member of team that designed and developed a substantial portion of the user interface on a set-top box built for DirecTV.Coordinated development activity with a San Diego-based sub-contractor that was responsible for a significant portion of the program guide software.

Involved in architecture, design and development for digital audio tape drivers for the EMX5000 switch; a trunk adaptor subsystem and an auditing system on the DSC DEX600C tandem switch. Coordinated development activity with members of technical staff at Alcatel USA and Motorola to ensure that task requirements were met.

Developed an application for automating Bill of Materials using Visual Basic; an RS-232 based tool for transferring firmware images onto Pace Attendance Terminals (PAT) and an in-house RS-232 tool for internal file-transfers and PC-PAT file transfers.