You will get a production prompt library and evaluation framework for your team
Project details
A production-grade prompt library + evaluation framework for your team. The kind of asset you build once and reuse across products — versioned, tested, trustworthy.
Most teams write prompts ad-hoc and have no way to know if a change improves or breaks behavior. We fix that.
By tier:
• Starter ($1,500): 5 production prompts for your specific use cases + manual evaluation harness (test cases + scoring rubrics).
• Standard ($3,000): 10 prompts + automated evaluation suite that runs in CI. Catch regressions before they ship.
• Advanced ($5,000): 20+ prompts + automated evals + production monitoring (sampling outputs, drift detection, dashboards).
Why this matters: Prompt quality is hidden technical debt. A bad prompt is invisible until users complain. Evaluation frameworks are the unglamorous infrastructure that lets your team move fast on AI without breaking things.
Curucaye builds these for our own internal Claude work — same playbook, applied to your business.
Most teams write prompts ad-hoc and have no way to know if a change improves or breaks behavior. We fix that.
By tier:
• Starter ($1,500): 5 production prompts for your specific use cases + manual evaluation harness (test cases + scoring rubrics).
• Standard ($3,000): 10 prompts + automated evaluation suite that runs in CI. Catch regressions before they ship.
• Advanced ($5,000): 20+ prompts + automated evals + production monitoring (sampling outputs, drift detection, dashboards).
Why this matters: Prompt quality is hidden technical debt. A bad prompt is invisible until users complain. Evaluation frameworks are the unglamorous infrastructure that lets your team move fast on AI without breaking things.
Curucaye builds these for our own internal Claude work — same playbook, applied to your business.
AI Algorithms
Large Language Model, Multimodal Large Language Model, Transformer ModelAI Applications
AI Content Creation, Conversational AI, Natural Language Generation, Natural Language UnderstandingAI Development Language
PythonAI Models
ChatGPT, Dolly, GPT-3, GPT-4What's included
| Service Tiers |
Starter
$1,500
|
Standard
$3,000
|
Advanced
$5,000
|
|---|---|---|---|
| Delivery Time | 7 days | 14 days | 21 days |
Number of Revisions | 2 | 3 | 5 |
AI Model Integration | - | ||
Batch Normalization | - | - | - |
Database Integration | - | - | - |
Detailed Code Comments | - | ||
Image Upscaling | - | - | - |
MLOps | - | - | |
Model Deployment | - | - | |
Model Documentation | |||
Model Monitoring | - | - | |
Model Testing & Optimization | - | ||
Model Tuning | - | - | |
Natural Language Processing | |||
NLP Tokenization | - | ||
Pre-Training | - | - | - |
Prompt Engineering | |||
Setup File | |||
Source Code |
About David
Tax & Bookkeeping | Claude AI Operations | Virtual Operations Support
Wilmington, United States - 1:50 pm local time
🟢 Tax & Accounting
QuickBooks Platinum ProAdvisor, IRS-registered PTIN, IRS-authorized e-file provider.
- Personal tax (1040): $700 / 1040EZ: $350
- Business tax (1120S, 1065): $1,925 each
- Business tax (1120C): $2,475
- Form 990 / 990EZ: $1,550 / $1,175
- Bookkeeping & QBO cleanup: $75/hr
- Controller-level oversight: $100/hr
- Fractional CFO: $125/hr
- Tax strategy & advisory: $200/hr
🟢 Claude AI Business Operations
Specialized in Anthropic's Claude — production-grade AI implementations for SMB operations. Not generic "AI consulting"; specifically Claude API integrations, agent builds, RAG knowledge bases, and prompt engineering for businesses that want quality and accuracy over cheap-and-fast.
- Claude API integration into your existing tools
- Claude AI agents for inbox triage, document processing, intelligent routing
- Production prompt libraries with evaluation frameworks
- GPT-to-Claude migrations
- Hourly: $125/hr; fixed-scope projects from $1,500
🟢 Virtual Operations Support
Six-tier monthly retainer model from Essential Support ($550/mo) to Strategic Partner / Fractional COO-Lite ($7,500+/mo). Combines executive assistance, operations coordination, AI-augmented workflows, and COO-lite leadership — far beyond commodity VA work.
- Inbox triage, calendar control, meeting prep, stakeholder coordination
- Project & vendor coordination, client onboarding, documentation
- SOP design, workflow optimization, KPI dashboards
- AI agents for operations (call answering, doc processing, automation)
🟢 Why work with me
- U.S. based
- Senior level expertise
- Trusted by clients with partners Microsoft, HubSpot, QuickBooks
- 5-star Google rating
🟢 How to start
Browse my Project Catalog listings below for fixed-scope offerings (one-click to buy, no Connects fee for you), or message me directly for a custom scope or retainer engagement. I'll listen, scope honestly, and tell you if it's a fit.
Looking forward to it,
David
Steps for completing your project
After purchasing the project, send requirements so David can start the project.
Delivery time starts when David receives requirements from you.
David works on your project following the steps below.
Revisions may occur after the delivery date.
Use case audit
We document the tasks Claude needs to handle, with example inputs and desired outputs.
Prompt + eval build
Production prompts written, tested, refined. Evaluation harness (manual or automated per tier) captures edge cases.