$ cat ./services/engineering-consulting.md

Engineering Consulting

I build AI-powered systems that work for humans. Not generic advice—actual engineering from someone who understands both the code and the psychology.

$ schedule_call $ send_email

$ ls ./services/

What I Build

Custom AI Tools

Bespoke AI applications designed for your specific domain. Not off-the-shelf wrappers—purpose-built systems that understand your workflows and users.

RAG SystemsLLM IntegrationCustom UIsAPI Design

Web Applications

Production-grade web applications built with modern stacks. From prototypes that ship fast to systems that scale.

Next.jsReactPythonPostgreSQL

AI Strategy

Technical guidance on AI adoption that's grounded in reality. Where to invest, what to avoid, and how to implement without breaking what works.

ArchitectureEvaluationRoadmappingTraining

Team Augmentation

Embedded engineering support for teams building AI features. I join your team temporarily to accelerate delivery and transfer knowledge.

PairingCode ReviewArchitectureMentoring

$ cat ./clients/target-audiences.md

Who I Work With

Healthcare & Mental Health Organisations

Teams building AI tools for clinicians, patients, or care systems. I bring 15 years of direct clinical experience—I understand the constraints of therapeutic relationships, confidentiality, and clinical workflows.

Built: Assessment engines, session note automation, patient-facing chatbots

Startups Integrating AI

Early-stage teams who need to move fast without accumulating technical debt. I help you ship AI features that work now and scale later.

Built: LLM integrations, RAG systems, conversational interfaces

Coaches, Consultants & Course Creators

Solo practitioners and small teams who need custom technology without enterprise budgets. I build systems that fit your practice, not the other way around.

Built: Member portals, content delivery platforms, booking integrations

$ ls ./shipped/ | head -4

Recent Work

[production]

Swanage Traffic Alliance

Activism site with real-time traffic data, analytics, and CMS for a coastal town's traffic campaign.

500+ community members

[production]

Becoming Diamond

Premium coaching platform with 3D globe visualizations and protected member content.

Next.js 15 + Aceternity UI

[prototype]

Preflight

AI readiness assessment engine for healthcare. Dynamic forms with personalized adoption roadmaps.

currently building

[prototype]

Watson

Collaborative LLM output review with real-time diff tracking and quality labeling.

TipTap + Django

$ view_full_portfolio

$ explain --process

How It Works

Discovery Call

30-min call to understand what you're building, why, and where you're stuck.

Proposal

Clear scope, timeline, and price. No hourly billing surprises.

Build

Regular updates, working demos, and async communication via Slack/Discord.

Ship

Deployed to production with documentation and handoff support.

$ init new_project

Ready to build?

Book a discovery call to discuss your project. No sales pitch—just a conversation about what you're building and whether I can help.

$ schedule_call $ kai@oceanheart.ai