Mission-Critical Push-to-Talk Command Platform
Led the development of a command platform combining push-to-talk audio, live video, dispatcher workflows, SOS, location, and device monitoring.
I work across software engineering, research, and product development.
My recent work includes real-time software, applied AI, quantum computing, and systems that connect software with the physical world.
Led the development of a command platform combining push-to-talk audio, live video, dispatcher workflows, SOS, location, and device monitoring.
Designed an e-waste collection system spanning reusable box exchange, smart lockers, service operations, and sorting traceability.
Co-built an explainable routing and review system for small support teams.
Co-built a hybrid quantum-classical portfolio optimizer balancing return, risk, diversification, and ESG priorities.
Co-built a research system exploring earlier Alzheimer’s risk assessment through brain MRI, machine learning, and quantum methods.
Frontier prices are falling as open weights improve. The competition is moving into the products and infrastructure around the models.
AI can make code cheaper to produce. That leaves teams with more to choose, review, and maintain.
What a push-to-talk prototype taught me about separating interface behavior, media delivery, and physical checks.
For roles, research, or collaboration, email me. For software services, visit RVCO.