I take pride in transforming organizations and businesses to maximize their impact by taking products and businesses from V1 to maturity, or reinventing mature businesses into growth businesses. As Partner Detector of Product for Microsoft’s AIOps, I’m accountable for leveraging AI to drive Service Health and Reliability up for Microsoft services and bring the same offering to Azure customers. Earlier, as Partner Director of Product in the Azure Edge + Platform team at Microsoft, I was responsible for Azure Arc which included,- Azure Kubernetes Service for on-premises, which is the underpinning of modern cloud native applications- Developer Experience, to accelerate customers’ digital transformation and IT/OT convergence, including bringing intelligence and autonomy to solutions with AI/ML on the Edge. Outside of Microsoft, I co-founded Seattle Market Analytics, with a mission to provide traders and investors with actionable intelligence to make smart investments. I created Crystal Ball, a Machine Learning Model, which uses historical price and other indicators to predict stock price trend lines for 5, 10 and 20 day future points. Most recently, I’ve integrated Crystal Ball predictions with OpenAI’s GPT-4* and o1* models to deliver a more comprehensive report for each stock. The following product are powered by Crystal Ball,- SMA Insights: A paid offering built on the latest GPT models providing detailed insights for the whole market, sectors, and individual stocks, including short term, medium term and long term ratings, rankings and price targets with reasons which include fundamentals, technical and news analysis, and incorporates predictions from CrystalBall- Auto-Trader and Portfolio Manager: Automatically manages a portfolio of stocks giving buy and sell signals based on triggers from Crystal Ball. A Portfolio started in Jun 2019 currently has a return of over 700%, significantly beating the market. - 2nd Opinion: Tool for the active trader that provides an interactive UX to study past and future predictions. - Industry Leaderboard: gives a daily view into the top expected gainers and losers across industries and sectors. An extremely useful tool when used in conjunction with 2nd OpinionPrior to the above, I led the Hyper-V and Windows containers Product teams from early inception to maturity. At its peak, Hyper-V had aggressively captured over 30% of the market share from VMware before we shifted strategy to support Azure.