Multiple peer reviewed papers in 2024 for AAAI; on AI & Capturing Dangers of Gen AI Presented multiple talks and papers from 2019 to 2024 "AI for ESG".Presented at PVSC 2020 on the use of AI for enabling increased PV and Renewable Energy. Invited speaker at: California Public Utilities Commission telecommunications workshop March 4, 2020, San Francisco, "Micro-grids & AI/Machine Learning for Resiliency"Speaker at 2020 Intersolar NA (San Diego Feb 4) "The Critical Need for AI & Machine Learning to Optimize Non-Wire Solutions for DER: A Case Study Highlighting the Opportunities"Speaker at 2019 Internat'l Desalination Assoc. World Congress in Dubai. "Addressing the Solar-Water nexus by using solar for seawater desalination" Developed 10 week course on micro-grids for an introduction and technical development which has been utilized for on-line training by HeatSpring.Invited speaker & conf chairman: ACI’s Conference on Microgrids - Aug 29-30 in Spokane WA"A novel approach for using solar to drive desalination to achieve low-cost, scalable generation” Presentation at the 2018 WCPEC-7 (PVSC-45) June (2)Chairman/speaker at Renewable Energy World Power Gen Dec. 2018, Energy Storage & Micro-gridsInvited speaker: IEEE PES "The upcoming developments in Battery Storage" Nov 2017, Santa Clara.Chairman/speaker at Renewable Energy World Dec 2017, Orlando, "Ideal micro-grid applications"Invited speaker at "International Microgrid Conference" Nov 2017, NY "Microgrids Market Forecast: Leveraging lessons from real-world experience"Invited speaker at "MicroGrids Convergence" Oct 25-26 San Fran.

> 2024 SBIR Phase 2 > 2023 Engaged with a National Lab: Detection of AI generated content - provided study plan > 2024 Multiple peer-reviewed AI/ML papers including: "AI/ML tools to help Mitigate Harmful GenAI" > 2023 Successful SBIR Phase 1 - NIH - AI/ML for Health Resiliency

> 2019 Selected by DOE for AI/ML to optimize PV for dispatch-ability > AI research for optimization of Solar implementation 2020-2022> SolarVision Co. (SVC) provides a focus on ESG implementation and strategy.Working with start-ups to develop tech and strategy. (e.g. KeraCel Batteries, DualSun (PV), et. al.)Engaged with wide range of solar companies (e.g. REC, Huawei, Hanwha, Loral SST, SolarWorld, Peterson-Dean, SunEdison, Suniva, Stion, et. al.) as well as the financial investment community.

Co-Founder of Advenira, Company Executive, Board of DirectorsDeveloped technology & implementation strategies. Defined successful Investor Pitch (resulted in multiple term sheets and then subsequent investment of $21M). Corporate Guidance and Strategy, Member of the BoardTechnology implementation

Technology implementation and strategy for a novel solar cell start-up

Program Director for Solar PV manufacturing line. Responsible for technology development & implementation with successful launch and execution of leading-edge PV system. Sr. Technologist for Thin Film Solar Cell Group.

Senior technologist for advanced development of key methodologies including AI and Neural Net. Engaged with key customers: Intel, TSMC, Hitachi, Samsung, IBM, etc. Responsible for extended matrix team at the Fab lines.

Manager of engineering team for advanced wafer inspection. Product marketing engineer for e-beam inspection system.

Performed basic and applied research on a variety of applications. Published research and developed patents.