You will get a hands-on tech review with a roadmap to user-ready production deployment


Project details
Based on your existing code and declared priorities and goals, I will provide an estimated, executable roadmap with an initial SOW that will usher your product into the next phase of its lifecycle.
AI Development Type
Software MaintenanceWhat's included $6,500
These options are included with the project scope.
$6,500
- Delivery Time 5 days
- Number of Revisions 1
- Detailed Code Comments
- Model Documentation
- Source Code
- Taxonomy
Optional add-ons
You can add these on the next page.
Additional Revision
+$1,500About Susan
I turn AI prototypes into full stack production platforms.
100%
Job Success
Woodland, United States - 8:45 am local time
Most of my clients arrive at the same moment: their proof of concept validated the idea, a lot of lessons were learned, but it can't carry live business users.
"The AI-generated code needs architecture, preferably without starting over from scratch."
"The functionality can't be extended. Every new feature breaks something."
"We need someone who can look at what we have, tell us honestly what's salvageable, and build the real version that can grow and evolve with the product vision."
I've been building systems for 25+ years — database engineering, ETL pipelines, API design, cloud platforms, AI orchestration. Recent builds include a serverless API platform on Vercel (active client, formal SOW, milestone-based delivery), a 13-stage autonomous AI pipeline (solo build, 18,000 lines of code), and a multi-component operational intelligence platform that unified 5 data sources for a 25-person consulting firm.
I work with AI-assisted development tools daily and I know exactly where they produce solid code and where they produce confident garbage. That perspective, along with more than two decades of hard-won engineering wisdom, is what my clients are paying for.
Milestone-based fixed-bid engagements. Clear scope. Working software at every stage.
Steps for completing your project
After purchasing the project, send requirements so Susan can start the project.
Delivery time starts when Susan receives requirements from you.
Susan works on your project following the steps below.
Revisions may occur after the delivery date.
Kickoff Call & Access
1-hour video call to walk through your product, your priorities, and your goals. Repository and environment access shared.
Architectural Diagnostic
Susan conducts a full review of your codebase, data model, API layer, deployment, and integrations. Critical fixes are committed directly to your repo as they are found.