Portfolio
Case studies
Long-form write-ups of product work—industrial operations, AI in mission-critical environments, and related platforms.
Current · 2023 — present
Industrial AI at BeyondAI
Platform, agentic copilots, and operator surfaces for mission-critical industrial workflows.
BeyondAI · Industrial AI · Copilot
Operations copilot (secondary to the core dashboard)
BeyondAI — KIRA POC: agentic copilot for Operations Advisor beside the core dashboard. Expert queries, in-chat charts, duplicate-live-to-draft and condition edits, Beyond Search FAQ in progress, expli…
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BeyondAI · Operations · Alerts
From alert to resolution (detect, notify, resolve)
BeyondAI — product ownership for maturing the full response loop in-product: rule encoding, alert authoring, severity and routing tied to asset hierarchy, lifecycle and cross-shift handoff, in-app and…
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R&D Partnership · Mission-Critical UI · Real-Time Systems
Real-Time Operations UI for Autonomous Racing
Caltech & BeyondAI | R&D Partnership | 2023-2024 Challenge: Design real-time decision support interface enabling split-second operational decisions at 200+ mph while managing extreme latency constrain…
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Previous · 2013 — 2022
EdTech at Insight Learning
No-code authoring, DoD curricula, and the K–12 → medical pivot at Insight Learning Technology.
B2B · GTM · Platform
No-Code Authoring Platform for Medical Educators
Helped an R&D team define, prototype, and scale a no-code authoring platform from proof-of-concept to a field-ready product for clinical and medical-education programs. Delivered a usable MVP that mat…
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B2B · Strategic Expansion
SaaS Business Platform for EdTech: Pivot from K–12 to Medical Education
Led a strategic pivot of an education platform, repositioning it from K–12 into the medical vertical. Built modular SaaS components, shaped the product narrative, and guided the design of an ecosystem…
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POC · Productization · MVP · PoV · GTM
Perceptual-Adaptive Learning Modules (PALMs): From Cognitive Science to Product PoC
Delivered perceptual-adaptive learning experiences via a no-code authoring system. Focused on improving training outcomes and instructional agility for clinical educators, resulting in adoption, repea…
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