Trevor Peace

About

Founding/sole engineer who has built multiple healthcare products from scratch, spanning medical billing, cardiology triage, and cardiac device monitoring. Particularly compelling for healthtech and AI roles: they combine full-stack TypeScript/AWS execution with strong product judgment in regulated settings, including shipping voice-enabled RAG workflows and rejecting unsafe AI automation when simpler human-in-the-loop UX was the right answer.

Key Strengths

• Built full-stack MVP end-to-end as founding/sole engineer
• Strong healthcare product experience across billing, cardiology, and device monitoring
• Delivered measurable business impact: doubled collection rate for one client
• Improved collections by ~20% and cut payment time in half for other clients
• Designed TypeScript-based full-stack systems with React, Node, GraphQL, and AWS
• Applied safety-focused LLM design with strict grounding and constrained outputs
• Identified and corrected dangerous hallucination behavior in a medical AI workflow
• Good judgment on AI vs non-AI solutions in regulated environments
• Hands-on experience with LangChain/LangSmith evals and multi-agent systems
• Able to operate in ambiguous early-stage environments and ship MVPs quickly
• Built MVPs end-to-end as founding/solo engineer
• Full-stack product ownership from concept to launch
• Serverless cost optimization on AWS
• PCI-compliant payments and billing implementation
• Strong user-centered product simplification
• Healthcare and medical billing domain experience
• Creative problem-solving under infrastructure constraints
• Scraping and ETL pipeline implementation at scale
• Rapid prototyping with phased delivery
• Delivered measurable user impact, including doubled collections and doubled report-processing speed
• Built an MVP for a B2C startup
• Prior Techstars accelerator experience
• Founder and former founding engineer experience
• Led and developed engineering teams of 9–12 people
• Mentored junior engineers toward senior-level growth
• Head of engineering experience in cardiac device monitoring
• Strong focus on market traction, product-market fit, and competitive moat
• Ethics-driven entrepreneurial mindset
• Led a 12-person engineering team across full-stack, QA, and DevOps
• Reduced release cycle from 6 weeks to 1 week
• Improved CI/CD and Git practices to reduce merge conflicts
• Hands-on engineering leadership through direct PR/code reviews
• Strong scope-tradeoff judgment to launch on schedule
• AI/LLM product leadership in high-stakes healthcare use cases
• Built safety-conscious chatbot workflow for cardiac care triage
• Applied RAG to reduce hallucination risk in medical AI
• Used clinician review and keyword-based validation to monitor AI quality
• Simplified complex healthcare UX using progressive disclosure and visualizations
• Validated product improvements through observed user testing and funnel conversion
• Pragmatic decision-maker who replaced unnecessary AI with cheaper, simpler workflow automation

Reference Highlights

• adaptable
• quick learner
• strong hands-on contributor
• ownership of critical integrations
• high-quality technical evaluation
• good judgment in recommending solutions
• effective implementation skills
• able to train teammates
• problem-solving ability
• foresight
• handles changing requirements well
• collaborative with stakeholders and data teams
• retains user value without over-promising
• strong communicator
• listens well
• willing to push back constructively
• proactive
• builder mentality
• security-minded
• broad industry experience
• excellent ownership
• strong technical skills
• effective stakeholder communication
• executes complex projects well
• trusted implicitly
• excels at understanding business needs
• creative in meeting business needs
• listens carefully
• asks important questions
• gets up to speed quickly
• delivers on time
• minimal bugs
• foresight around migration risks
• proactive problem identification
• strong solution design
• ability to train teammates
• adapts quickly to changing data realities
• partners effectively with business leadership
• balances business and end-user needs
• pragmatic product thinking
• trustworthy
• thoughtful technical design
• well-designed implementations
• effective hands-on technical leadership
• strong architecture judgment
• clear explainer
• good teacher and mentor
• builds maintainable solutions
• effective in production delivery
• excels with AI-related work
• strong prompt formulation
• understands product context well
• thorough in evaluating options
• communicates tradeoffs clearly
• collaborative with stakeholders and designers
• asks cogent questions
• gently pushes back on impractical requirements
• user-focused
• empathetic in complex domains
• effective in distributed teams
• personable
• well-spoken
• easy to get along with
• adapts well to both remote and in-person environments

Experience

Education

Skills

Languages

Certifications

Publications

1 publication