Andy Skumanich

Co-Founder

Los Gatos, California, United States37 yrs 3 mos experience
AI ML PractitionerAI Enabled

Key Highlights

  • Secured $21M funding for a Silicon Valley tech start-up.
  • Finalist for IEEE Humanitarian Technology AI4Good 2026.
  • Developed multiple peer-reviewed papers on AI applications.
Stackforce AI infers this person is a leader in AI-driven healthcare and renewable energy technology.

Contact

Skills

Core Skills

Technology CommercializationAi/mlStartup DevelopmentEsgTechnology R&dEntrepreneurshipEngineering Management

Other Skills

AI/ML for Health ResiliencyR&D collaborationHealth technologyMVP developmentStartup strategyESG implementationAI researchAIAI/ML optimizationTechnology implementationInvestor pitchingSolar technologyTechnology developmentSolar PV manufacturingAI methodologies

About

Experienced C-level Executive - BoD member Entrepreneur for advanced technologies Invited into 3 premier Accelerators. MVP's on-line. Awarded NIH SBIR. Successfully brought a Silicon Valley tech start-up to funding by investors ($21M), as part of the founding executive team. Specialties: Technology commercialization. Developing tech implementation and strategy for new start-ups globally.

Experience

37 yrs 3 mos
Total Experience
5 yrs 10 mos
Average Tenure
4 yrs 6 mos
Current Experience

Techcrunch

1 of the Disruptors

Sep 2025Sep 2025 · 0 mo · Booth F19

  • Started-up the #VERACITY Stack with fellow "co-horts"

Firefly innovations: the leading public health entrepreneurship platform in the united states

Premier Accelerator Cohort

May 2025Jul 2025 · 2 mos · New York City Metropolitan Area

  • The CUNY Public Health Innovation Accelerator, the flagship program of Firefly Innovations at the City University of New York Graduate School of Public Health & Health Policy (CUNY SPH), is a nationally recognized leader in scaling entrepreneurial ventures that address critical public health challenges. Providing innovators with the resources, networks, and expertise to develop high-impact, scalable solutions that advance health equity and deliver measurable outcomes.

Berkeley skydeck

Premier Accelerator Cohort

Dec 2024Mar 2025 · 3 mos

Innov8ai

Co-Founder & CEO

Oct 2021Present · 4 yrs 6 mos · Silicon Valley, CA

  • > 2026 Finalist for the IEEE Humanitarian Technology AI4Good; NIH Bridge: Voice-2-AI
  • > 2025 KPMG/Firefly Acc; TechCrunch Acc; 5 peer-reviewed papers, Microsoft & Anthropic CSO
  • > 2024 Invited to Phase II SBIR; accepted SkyDeck acc. ; MVP#1 developed;
  • > 2023 Successful SBIR Phase 1 - NIH - AI/ML for Health Resiliency
  • > Engaged our R&D team with Lawrence Livermore National Lab on AI-generated content detection
Technology commercializationAI/ML for Health ResiliencyR&D collaborationAI/ML

Visionary

ESG

Oct 2017Jan 2025 · 7 yrs 3 mos · Artificial Intelligence and Renewable Energy solutions

  • Multiple peer reviewed papers in 2025 presenting at AAAI on Capturing & Dangers of Gen AI
  • Nominated for the Falling Walls Science Breakthrough of the Year 2025
  • 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-grids
  • Invited 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.
ESG implementationAI researchESG

Artiman ventures

Entrepreneur In Residence

Jan 2011Jan 2011 · 0 mo · Palo Alto, CA

Advenira enterprises

Co-Founder & Executive Officer, BOD

Jan 2009Jan 2012 · 3 yrs · 788 Palomar, Sunnyvale, CA - Silicon Valley

  • Co-Founder of Advenira, Company Executive, Board of Directors
  • Developed 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 Board
  • Technology implementation
Technology implementationInvestor pitchingStartup DevelopmentEntrepreneurship

Silicon genesis

VP Senior Technologist

Jan 2008Jan 2010 · 2 yrs

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

Solarvision co

Founder

Jan 2007Jan 2024 · 17 yrs · Silicon Valley

  • > 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.
AI/ML optimizationStartup strategyStartup DevelopmentTechnology R&D

Applied materials - solar

Sr Technologist/Pgm Dir.

Jan 2005Jan 2007 · 2 yrs

  • 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.
Technology implementationSolar technologyTechnology R&D

Applied materials - adv tech & neural net

Global Product Technology Manager

Jan 1997Jan 2005 · 8 yrs

  • 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.
Technology developmentSolar PV manufacturingTechnology R&D

Kla-tencor

Engineering Manager

Jan 1994Jan 1997 · 3 yrs

  • Manager of engineering team for advanced wafer inspection. Product marketing engineer for e-beam inspection system.
AI methodologiesCustomer engagementTechnology R&D

Ibm

Research Staff Member

Jan 1989Jan 1994 · 5 yrs

  • Performed basic and applied research on a variety of applications. Published research and developed patents.
Engineering managementProduct marketingEngineering Management

Education

University of California, Berkeley

PhD — Physics

University of California, Berkeley

PhD — Physics

Hertz Foundation Fellow

Stackforce found 100+ more professionals with Technology Commercialization & Ai/ml

Explore similar profiles based on matching skills and experience