• Addressed new platform “teething pains” improving stability and reliability by 83% while aligning R&D teams to the most important customer issues, built trust with customers in the first 3 months of joining the company.• Enabled 258% SaaS Growth in the first year through collaborative innovation across the product roadmap with a focus on delivering Relentless Innovation on behalf of customers.• Achieved 48% reduction in total cloud costs while migrating to a new flexible big data platform that enables product enhancements and customizations in hours/days from what had previously taken weeks through value engineering.• Drove Operational Efficiency through automation and tooling enabling operations teams to take over deployment and network operations delivering a 25% increase in R&D bandwidth. Further automation provided over 200% improvement in operational efficiency while driving inventory data accuracy enabling customers to use the platform as a Single Source of Truth.• Improved retail data analytics accuracy by 91% through a disciplined scientific approach, transitioning customers from mistrusting the data analytics to selling its value across their organizations.• Build and lead VSBLTY’s world-class geographically distributed cross-functional science and engineering teams deploying disruptive Store As A Media AdTech and Analytics, and campus to smart-city scale Security Solutions.TECHNOLOGIES:◦ AI / Generative AI, Computer Vision, Prompt Engineering, Computational Psychology◦ IoT, Edge Computing, Web Applications, Web Services, Docker, Kubernetes, CI/CD, DevOps, IaC◦ Big Data Analytics, Data Science & Engineering, Data Fusion, ML, Databricks, Spark, ◦ AdTech, Programmatic Advertising, OpenRTB◦ Microsoft Azure, Blob, Azure SQL Data Warehouse, Azure Data Studio, Open AI/Azure Open AI Studio◦ Jira, JavaScript / TypeScript, Angular, Java, Python, GoLang, RESTful API, GraphQL,◦ ThingsBoard, Kafka, ZooKeeper, PostgreSQL, Cassandra

• Released the company’s initial product, which was months behind schedule, to MVP status within 6 weeks of joining the company.• Drove Profitable Operations from negative to +27% margins through benchmarking, workflow optimization, and disciplined execution, and laid the groundwork for an additional 35% improvement.• Turned around UAS/drone digital twin data collection from an ad-hoc methodology with high failure rates to well-engineered processes and procedures delivering 94+% success rates while improving product quality and customer satisfaction.• Scaled operations and High-Performance Computing (HPC) / back-office “Digital Factory” capacity by 400%, further scaled that capacity by 600% enabling successful completion of the largest Telecom Digital Twin project to date.• Lead Product Management, bringing ground-up new technology platform to market resulting in a 100% YoY initial growth rate followed by over 1000% YoY growth.• Created the Company’s Spatial Computing Technology Vision and Roadmap Definition, working closely with customers and partners, deepening customer volume commitments.• Built and Led World-Class Web Application & Cloud Infrastructure DevOps and 3D Computer Graphics Engineering Team to execute the Roadmap, and AI Data Science Team to pioneer 3D Computer Vision.TECHNOLOGIES:◦ AI/ML/DL, Data Science & Engineering, Data Fusion, Data Analytics, 2D & 3D Computer Vision◦ Web Applications, Web Services, Serverless, Microservices, HPC, Docker, Kubernetes, CI/CD, DevOps, IaC◦ Amazon Web Services (AWS), S3, CloutFront CDN, EC2, Lambda, DynamoDB, RDS, DocumentDB, SageMaker◦ Unmanned Aerial Systems (UAS), Robot Operating System (ROS), RGB & Multispectral Camera Systems◦ Jira, JavaScript / TypeScript, Node.js, Three.js, Angular, React.js, Python, RESTful API, GraphQL, Xamarin / C#◦ Spatial Computing, Photogrammetry, Digital Twin, AR / VR, 3D Computer Graphics, 3D CAD ◦ Geodesy, Geographic Information Systems (GIS), 2D / 3D Mapping, GNSS

• Created the Technology Vision, Led roadmap & product definition, Defined solution architectures, and Drove execution for the company’s 4 product lines.• Directed 6 New Product Developments as Team Lead, Project Manager, Design/Code Reviewer, and Individual Contributor.• Built, Led, and Mentored best-in-class distributed cross-functional teams deploying Disruptive solutions on Millions of mobile devices meeting OEM / Carrier Quality and Reliability standards.• Invented novel computer performance management system earning 3 Patents and led Collaborative Innovation using this technology to deliver solutions extending battery life 30+% on mobile devices.• Spearheaded market expansion leading University team to develop AI-based Smart Anti-Malware achieving 98.2% detection rates including 0-day and obfuscated malware missed by other commercial antivirus products.TECHNOLOGIES:◦ Mobile Devices, IoT, Embedded Systems / Software / Firmware◦ Artificial Intelligence (AI) / Machine Learning (ML), High-Performance Computing (HPC)◦ Mobile Applications, Android Development / OS Internals, Linux, Linux Kernel Internals◦ Full Stack Web Applications, Amazon Web Services (AWS), Distributed Systems◦ Real-Time Operating System (RTOS), Microkernel, Hypervisor◦ SQL, Database Design, SQLite, MySQL, PostgreSQL, MongoDB◦ C, C++, Java, Python, Haskell, MATLAB / Octave◦ Digital, Mixed Signal PCB Design, FPGA, MCU, GPU

• Determined product opportunities; Devised Technology Vision, Defined product family roadmap, overall Hardware and Software Architectures, and CPU/Network Packet Processor Microarchitecture.• Assembled, Trained, and Mentored distributed architecture team to develop solutions to deep technical problems enabling networking System On Chip (SoC) scaling to 100Gbit/s port speeds.• Led Collaborative Innovation to create novel massively scalable resilient distributed processing architecture enabling chip, box, and system mesh-scaling to 100s of ports processing Billions of packets/s.TECHNOLOGIES:◦ Distributed & High Availability Systems, High-Performance Computing (HPC)◦ CPU/Network Processor Architecture, Microarchitecture, Virtualization, Containerization◦ Architecture / Performance Modeling, Emulation, & Optimization◦ Internet Protocol Suite, LAN, WAN, VPN, Ethernet◦ Switching, Routing, Classification / DPI, Traffic Management, QoS, ◦ Embedded Systems / Software / Firmware, MCU Programming◦ Network Operating Systems, Assembly, C, C++, Perl, UML, SystemC◦ Digital, Analog, Mixed-Signal IC & PCB Design, FPGA, System On Chip (SoC)◦ RTL Design: Verilog & VHDL HDL, SystemVerilog, ASIC/COT flows, EDA Tools

• Recruited as a Change Agent to lead network processor product line’s cross-functional engineering teams when Mindspeed spun out of Conexant, achieved $20MM in annual revenue.• Resolved Tier-1 customer crisis turning around the organization and transitioning the entire company from being “blacklisted” for new design-ins to a reliable product supplier by our largest customer.• Spearheaded market expansion through rapid prototyping solutions to verify the feasibility and accelerate development to deploy the product line’s 1st packet-oriented application to customers.TECHNOLOGIES:◦ Network Processor Architecture, Microarchitecture ◦ Switching, Routing, Internet Protocol Suite (TCP/IP), ATM, POS, MPLS, Ethernet◦ Quality of Service (QoS), Traffic Management◦ GNU Compiler Collection (GCC) (Custom ISA GNU toolchain)◦ VxWorks RTOS, Firmware, Assembly, C, C++◦ Digital, Mixed Signal IC & PCB Design◦ RTL Design: Verilog HDL, COT flows, EDA Tools, ATE

• Led 5 geographically distributed cross-functional teams, optimizing time to market, deploying 5 Semiconductor products and associated Software & Hardware to full production.• Supported Operations personally performed silicon level failure analysis and correction returning $4.5MM run-rate device failing in the field back to full production.• Partnered with Marketing / Product Management driving strategic joint New Product Development with our largest Tier-1 WAN customer to create first 10Gbit/s Resilient Packet Ring silicon and protocol stacks.TECHNOLOGIES:◦ PHY, Media Access Controller (MAC), SerDes◦ Network/Protocol Stacks, Internet Protocol Suite (TCP/IP)◦ SONET/SDH, POS, GFP, MPLS, RPR, ATM◦ VxWorks RTOS, C, C++◦ Digital, Analog, Mixed-Signal IC & PCB Design◦ RTL Design: Verilog HDL, COT flows, EDA Tools, ATE

• Co-invented the “Metaflow Architecture”, the super-scalar speculative-execution out-of-order processor architecture—now the foundation for nearly all current high-performance CPUs from Intel®, AMD, Arm, Qualcomm, and others revolutionizing the current $118 Billion global CPU industry.• Directed product development from inception to fab, serving as Engineering Manager, Program Manager, and Technical Lead/Architect, accounting for 100% of the company’s revenue.• Integrated 100+ person multi-company, geographically distributed, cross-functional, and cross-cultural engineering staff building an effective and cohesive team while fostering innovation.TECHNOLOGIES:◦ Microprocessors, CPU & GPU Architecture, Microarchitecture◦ Architecture/Performance Modeling, Emulation, & Optimization◦ RISC, Intel® (x86) ISA/Architectures◦ Assembly, C, Perl◦ Digital, Mixed Signal IC & PCB Design◦ RTL Design: Verilog HDL, ASIC/COT flows, EDA Tools, ATE