Services
Build what comes after the prototype.
My best projects start with a clear idea and enough early work to show where it is going. I help turn that foundation into a usable MVP or beta, or step into existing software that needs to be repaired and moved forward.
AI systems and intelligent features
AI capability designed as part of a larger software system, with the data flow and evaluation work included.
LLM features, agent workflows, and retrieval-augmented generation with explicit tool and data boundaries
Model routing, fallbacks, caching, and cost controls across hosted and local models
Domain-specific model adaptation, including fine-tuning and distillation where a general model is not enough
Evaluation harnesses that measure whether the feature actually works before and after launch
Complete custom software
A full product build when the concept is clear and the work needs one technical owner.
Product scoping and architecture before implementation begins
Frontend, backend, databases, and product workflows built as one system
SaaS products, dashboards, and operational tools shaped around the users, timeline, and budget
Source code, tests, documentation, deployment, and handoff
Prototype to MVP or beta
You have enough to prove the idea. I build the rest of the product needed to put it in front of real users.
Backend services, databases, authentication, and product logic
Connections between an existing frontend and the systems behind it
Payments, email, scheduling, analytics, and other integrations
Testing, deployment, operating notes, and a codebase that can keep growing
Technical rescue and rebuilds
For software that is stuck, unstable, difficult to extend, or no longer trusted by the people using it.
A direct assessment of what works, what is fragile, and what should be replaced
Stabilization of the parts causing immediate pain
Incremental rebuilding when a full rewrite would create more risk
Documentation and tests that reduce the chance of ending up in the same position again
APIs, data systems, and integrations
The infrastructure that lets products, models, and business systems share the right information.
API and MCP routes for internal or external consumers
Databases, embedding pipelines, retrieval systems, and context management
Third-party services such as payments, email, CRM, and scheduling
Caching, reporting, and data flows designed around actual product behavior
Internal tools and automation
Software for the work your team currently handles through spreadsheets, inboxes, and repetitive manual steps.
Admin panels, operational dashboards, and internal workflows
Automation for triage, drafting, routing, and reporting
Interfaces built around the way the team already works
Documentation so the tool remains understandable after handoff
Websites and digital products
Custom sites for businesses that need more than a polished landing page.
Marketing and content sites designed and built around the business
Booking, payments, events, and other useful customer actions
Content structures that are easy to update without editing page code
Fast static delivery, responsive design, accessibility, and search fundamentals
How projects are scoped
Focused project. A defined milestone with a clear deliverable, timeline, and price.
Assessment and rescue plan. A shorter engagement when the first job is understanding what already exists and deciding what to do next.
Ongoing build support. Continued development for teams that need reliable technical capacity across several milestones.
Pricing stays private because every project is different. I will work with you to find a scope that respects the product, the value of the work, and the budget available.