Building clinical tools that actually work.
Infrastructure consulting for health systems. Building Medipotent—clinical tools that make doctors work more effective and efficient.
Why You Should Listen
Clinical Foundation
Fresh MD. Still active in clinical settings. I'm experiencing the pain points Medipotent solves in real-time—workflow bottlenecks, decision fatigue, tools that add cognitive load instead of reducing it.
I don't guess at clinical needs. I've lived them. Every shift informs the infrastructure I design.
Technical Execution
Infrastructure at scale. M1 Mac llama.cpp → dual RTX 5060 Ti tensor parallelism. Homelab-to-production: test hard locally, deploy with confidence.
Clean code. Scalable architecture. Zero-trust security. Systems clinicians can trust.
The unfair advantage: Most healthtech founders are either clinicians with no tech or engineers with no clinical insight. I live in both domains simultaneously.
Consulting Services
Health systems trapped in vendor lock-in. Clinics building proprietary AI on closed platforms. I help you own your stack.
RAG & Local Inference
On-premise LLM pipelines. FAISS, Ollama, vLLM. Your data stays yours. Zero vendor dependency.
Stack Implementation
Architecture to deployment. PostgreSQL, Docker, Kubernetes. Infrastructure that supports clinical workflows.
Technical Strategy
CTO-level advising. LLM integration strategy. Infrastructure vs. SaaS decisions. Risk mapping.
Ready to explore infrastructure consulting?
Building Medipotent
Clinical tools that make doctors work more effective and efficient.
Most health education and clinical decision support is built by engineers who've never sat in a clinic. I'm different. Fresh MD. Deep infrastructure experience. Building Medipotent to prove clinical tools and technical rigor aren't mutually exclusive.
Current Approach
- → Service work with clinics (real problems, real feedback)
- → Open-source infrastructure (RAG, MCP, local inference)
- → MVP validation before scaling
Why This Works
Every client contract teaches what doctors actually need. Every infrastructure challenge becomes Medipotent IP. Capital-efficient bootstrap. De-risks the product bet.
Technical Foundation
Building infrastructure and clinical tools requires breadth and depth. Tools and disciplines I lean on.
Engineering
Clinical
Let's Talk
Clinic CTOs, health tech founders, co-founder interests, strategic partnerships. Direct conversations about needs and fit.