AI Decision Systems for Complex Enterprise Platforms
Focused on AI, Security, and Enterprise Systems -
I design AI-powered systems that turn complex signals into clear, explainable decisions, helping teams move faster, reduce risk, and act with confidence across security, infrastructure, and data platforms.
Most enterprise products are built to display data. But users don’t struggle with data, they struggle with decisions. Across cybersecurity, networking, and AI platforms, I redesign systems from fragmented dashboards into AI-assisted decision flows, reducing cognitive load, increasing trust, and enabling faster, more consistent outcomes.
Impact: ↓ 40–50% decision time • ↓ 30% resolution time • ↑ onboarding speed • ↑ AI trust and adoption
Previously: Apple, Cisco, PwC, ADP, MGM, City National Bank
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AI Decision Systems — Selected Work
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Gurucul
AI Decision Infrastructure for SOC Platforms; AI-driven SOC decisions, reducing triage time and improving analyst performance.
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Cisco
Unified AI Command Center (Network + Security): Unified AI dashboard for faster cross-system decisions and increased user engagement.
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SecureAI
AI Security Platform for Decision Clarity: Explainable AI insights that improve trust, adoption, and security response speed.