MEDICAL BILLING REVENUE

Medical Billing Revenue Cycle Management Rcm B2b The Hyper Segmentation Pipeline Via Custom Code Fix

Serving top tech companies near the landmark. Whether you're near Texas State Capitol or scaling across Travis, we deliver in under 14 days.

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// AUSTIN, TX — AI AGENTS SPECIALIST

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Database Mistakes I Fix on Every Audit

These problems appear in 80% of the codebases I review. They compound over time into multi-day outages.

  • ⚠ Missing indexes on foreign keys — table scans on every JOIN
  • ⚠ N+1 queries from ORMs — 500 queries per page load
  • ⚠ No connection pooling — DB connections exhausted under load
  • ⚠ Sequences not cached — INSERT bottleneck at 10k rows/sec
  • ⚠ RLS missing — application WHERE clause as only tenant barrier
BEFORE [SLOW] SELECT with JOIN on unindexed FK: 2,400ms avg
FIX [MIGRATION] CREATE INDEX CONCURRENTLY idx_leads_tenant_id
AFTER [OK] Same query: 4ms avg. 99.8% improvement.
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WordPress Development Services

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WordPress as content management, Astro or React as the frontend. Best of both worlds: client-friendly WP admin, developer-friendly frontend with Lighthouse 95+.

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Custom post types, meta fields (ACF), REST API endpoints, WooCommerce extensions, and integrations with external APIs via custom plugins.

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Custom product types, checkout flows, payment gateway integration, subscription plugins, and headless WooCommerce with a React storefront.

What I Build for Clients

🚀

Marketing Sites (Astro)

Agency sites, SaaS landing pages, and portfolio sites. SSR with CMS-driven content. Conversion-optimized layout. Lighthouse 100.

📊

Dashboards (React)

Analytics dashboards, client portals, and internal tools. Real-time data via WebSocket. Recharts for visualization.

🧮

Calculator Tools (React/Vite)

ROAS, CAC, LTV, ROI calculators. Embeddable on any site. API-backed for logged calculations. Lead capture built in.

📰

Headless CMS Frontends

Astro or React consuming WordPress REST API, Sanity, or a custom PostgreSQL CMS. Content editable without code changes.

🎨

Design System Implementation

Tailwind-based component libraries. Consistent tokens, dark mode, and component documentation.

⚡

Performance Optimization

Core Web Vitals audit and fix. LCP, CLS, INP. Image optimization, font loading, JS reduction. Lighthouse 40 → 95+.

1. Services

Chris Amaya ("I", "me", "Architect") provides custom software architecture, backend development, frontend development, database design, AI integration, and related technical consulting services ("Services") to clients ("you", "Client").

2. Engagement Terms

All engagements begin with a signed Statement of Work (SOW) or engagement agreement. No work begins without written agreement on scope, timeline, and payment terms.

3. Payment

Projects are invoiced 50% upfront, 50% on delivery unless otherwise agreed in writing. Retainers are billed monthly in advance. Overdue invoices accrue 1.5% monthly interest after 15 days.

4. Intellectual Property

Upon receipt of final payment, all custom code written for a project transfers to the Client. Open-source components, third-party libraries, and reusable architectural patterns remain property of Chris Amaya unless specifically contracted otherwise.

5. Confidentiality

I treat all client information as confidential. I do not share source code, business data, or system architecture with third parties. Clients are encouraged to include an NDA in any engagement agreement for additional protection.

6. Limitation of Liability

My liability for any claim arising from services provided shall not exceed the total fees paid in the 30 days prior to the claim. I am not liable for indirect, incidental, or consequential damages.

7. Governing Law

These terms are governed by the laws of the State of Texas, United States. Disputes shall be resolved through binding arbitration in Austin, TX.

8. Changes to Terms

I may update these terms at any time. Continued use of this site or services after changes constitutes acceptance. Material changes will be communicated to active clients via email.

9. Contact

Questions about these terms? Email via the contact page.

The Unicorn Developer Thesis

Most developers ship features. I ship infrastructure that makes features obsolete. Since 2018 I have designed backend systems, private AI agents, custom CRMs, and data pipelines for agencies doing $500k–$10M/yr in revenue.

I founded Jumpstart Scaling after noticing a pattern: every agency past $1M had the same bottleneck — their tech stack was a liability, not an asset. Zapier bills ballooning. Webhook failures losing leads. Founders acting as CTO instead of CEO.

The Unicorn Developer model is the answer: one architect who covers backend, frontend, database, AI, and 3D. No agency markup. No vendor lock-in. No offshore handoff.

8yr
Engineering Experience
50+
Systems Architected
$10M+
Revenue Supported
2
Open Client Slots

Database Architecture Review

Share your current schema. I'll find the bottlenecks and design the fix.

Related Articles

No Pitch. No Obligation. Real Analysis.

I have done this audit 50+ times. The patterns are predictable. The fixes are buildable.

Get My Free Audit