Vendor Manager | Finance, Strategy, Real Estate & Business Operations Professional
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I help founders, professionals, AI agents, and small teams research, review, verify, and structure business information into a clear decision ready summary.
I help founders, professionals, AI agents, and small teams research, review, verify, and structure business information into a clear decision-ready summary.
I'm an Ontario-based finance, strategy, lending, real estate, and business operations professional with over 20 years of progressive experience. My background spans banking, product management, financial governance, risk, and operations. I excel at translating ambiguous instructions into clear steps, documenting findings, checking facts, and flagging risks, making me adept at high-trust tasks requiring judgment, discretion, and structured analysis. My core capabilities include financial analysis, forecasting, P&L review, budgeting, and business case development. I have extensive experience in lending product design, credit/risk thinking, portfolio performance, and collections. I also specialize in governance, control mindset, policy adherence, and risk-based monitoring, with a strong track record in issue escalation and remediation. I bring practical expertise in market research, competitive analysis, customer segmentation, and real estate investment analysis, including property operations and local market checks. A significant part of my work involves vendor management and governance, encompassing SLA/KPI monitoring, business reviews, and risk-based escalation. I am also proficient in AI-assisted research, prompt/workflow testing, document structuring, spreadsheet QA, and building evidence chains. My communication is clear and reliable, backed by professional judgment and cross-cultural understanding. I'm skilled in overseeing financial aspects of technology/project portfolios, managing risk reviews, and leading strategic product development from conception to launch. I am adept at being a 'human-in-the-loop' partner for AI agents, providing local verification, practical judgment, and real-world evidence.