Operations Engineer Building AI Automation for Healthcare Teams
I automate clinical operations using AI and custom integrations. From EHR data pipelines to intelligent email triage, I build systems that work autonomously.
Exploring the Influence of Time Tracking Software on Remote Worker Productivity.
Findings indicate that while EPM improves accountability, regional factors like connectivity shape the remote experience. Balance of autonomy and monitoring is key.
"Engineered monitoring frameworks that maximize accountability without compromising the Autonomy/Competence of remote units."
Guided patients through care plans using proprietary telehealth technologies.
I build backend systems and AI-powered automation for teams drowning in manual workflows. My focus is healthcare, where I connect EHR platforms, automate patient data pipelines, and build monitoring dashboards that run without babysitting.
I work professionally with healthcare data and understand the handling requirements of regulated environments.
Healthcare Integration Platform
Multi-service API proxy connecting EHR systems. Automated patient data sync, compliance reporting, and enrollment workflows. Flask + REST APIs on GCP.
AI Email Triage System
LLM-powered classifier with sent-email RAG for tone matching. Auto-categorizes, drafts responses, and archives. Claude AI + ChromaDB.
Remote Patient Monitoring Dashboard
Real-time vitals dashboard with out-of-range alerting and care manager SMS notifications. Flask + Google Sheets + ThoroughCare API.
AI Agent Framework
Multi-agent routing system with domain-specialized agents, voice I/O via Telegram, and persistent memory across channels.
Production Infrastructure
Multi-server deployment: Docker containers on GCP, local LLM inference, Nginx reverse proxy, uptime monitoring, and automated data pipelines.
How do we start working together?
Email me with what you need. I will ask clarifying questions, scope the work, and give you a timeline and fixed quote before anything starts.
What does a typical engagement look like?
Most projects are 1 to 4 weeks. I build iteratively with frequent check-ins, deploy to your infrastructure, and document everything.
Do you maintain what you build?
Yes. I build systems I can support long-term. Maintenance agreements are available after the initial build.
What if I need something outside healthcare?
Healthcare is my focus, but the underlying skills (API integration, AI automation, deployment) apply to any industry. Happy to discuss.
"One of the most resourceful engineers I have worked with. Renee consistently finds a way to make things work."
— Mario, CEO
CURRICULUM VITAE (ENLARGE)