AWS • TypeScript • React Serverless • Automations • Document/AI Workflows Seattle / Remote

Cloud AI + Full-Stack contracting for small & mid-size businesses.

I build secure, reliable systems that save time and ship revenue-impacting features fast: modern web apps, AWS serverless backends, integrations, and document/AI workflows.

Tell me what you need See services View examples

Typical engagements: MVP builds, “fix & stabilize”, AWS cost/security cleanup, automation + integrations, PDF/document processing pipelines, and ongoing feature delivery.

Services

Focused offerings that map to real SMB needs: ship, stabilize, automate, and scale.

Cloud Serverless Builds

Design + implement scalable backends with clean IaC and secure auth.

CDK / IaCLambdaAPI Gateway CognitoS3/CloudFront

Full-Stack Web Apps

Modern React apps with fast UX, clear state, and maintainable code.

ReactTypeScriptVite Design systemsAnalytics

Automation & Integrations

Connect tools and eliminate manual work with reliable workflows.

StripeWebhooksCRM/ERP APIs SQS / EventsMonitoring

Document Processing

Turn PDFs into structured data, searchable content, and reports.

ExtractionValidationReporting WorkflowsQA

RAG Pipelines

Ground LLM responses with private data using fast retrieval and clean citations.

ChunkingEmbeddingsVector search EvaluationGuardrails

Security & Compliance Hardening

Fix auth gaps, tighten IAM, and improve auditability and reliability.

Least privilegeSecretsLogging Threat modelingBackups

Rescue + Stabilize

Unblock teams: fix production issues, performance, costs, and flaky pipelines.

Cost reductionPerfBugfix ObservabilityPostmortems

Examples of Projects we have built

Replace these with your real projects, metrics, and screenshots as you collect them.

Document pipeline → structured output

Built a workflow that ingests PDFs, extracts key fields/tables, and generates consistent outputs for downstream systems.

  • Reduced manual data entry and review time with automated extraction + validation.
  • Designed for auditability: traceable inputs/outputs and clear error handling.
  • Production-ready deployment with monitoring and retries.
AWSTypeScriptServerlessDocument processing

RAG pipeline → document ingestion

Built a retrieval system that ingests private documents, indexes them, and grounds answers with citations.

  • Chunking + embeddings pipeline with clean metadata for relevance.
  • Fast vector search with re-ranking and source linking.
  • Eval harness to track quality and reduce hallucinations.
RAGEmbeddingsVector searchIngestion

SaaS billing + usage tracking

Implemented subscription tiers and usage-based tracking integrated with Stripe and backend enforcement.

  • Webhook-driven subscription state, tier entitlements, and purchase flows.
  • Clear internal dashboards and data model for audit and support.
  • Designed for growth: add tiers, add add-ons, and expand pricing without rewrites.
StripeWebhooksNode.jsData modeling

SMB web app delivery (end-to-end)

Shipped a customer-facing React app with secure auth, APIs, and a clean CI/CD path.

  • Fast UX, predictable state management, and maintainable component structure.
  • Secure authentication and protected routes with role-based access.
  • Deployed with HTTPS, caching, and performance tuning.
ReactTypeScriptAuthCloud

Rescue + stabilize production

Diagnosed reliability issues, reduced cloud spend, and improved monitoring/alerting.

  • Added structured logging, tracing, and actionable alerts.
  • Fixed failure modes and improved throughput with queues/events.
  • Introduced playbooks + runbooks so incidents become boring.
ObservabilitySQSCostReliability

How we work

Clear milestones and communication, so you always know what’s happening and what you’re getting.

1

Discovery

Quick call + goals, constraints, success metrics, and scope.

2

Plan

Architecture outline, milestones, timeline, and estimate.

3

Build

Ship incrementally with demos, QA, and clear handoffs.

4

Support

Docs, monitoring, training, and optional ongoing iteration.

FAQ

Questions SMBs usually ask before hiring a contractor.

What types of businesses do you work with?

I’m a strong fit for small to mid-size teams that need an experienced builder to ship or stabilize a product without hiring full-time.

Can you work with our existing codebase?

Yes. I can take over an existing repo, document the current architecture, and deliver improvements without a rewrite unless it’s truly needed.

Do you do fixed-price or hourly?

Both. Small tasks can be hourly. Larger work is usually milestone-based fixed-price so it’s predictable for your budget.

How do you handle security and access?

Least-privilege access, secrets management, logging/audit trails, and a clean handoff plan. I can work inside your AWS account or a dedicated dev environment.

Contact

Tell me what you’re trying to build (or fix). I’ll reply with next steps and a quick estimate.

Send a project note

No spam. Just a quick reply.

What to include

  • Your goal and who it’s for (customers, internal team, etc.)
  • Must-have features and “nice-to-have” ideas
  • Any deadlines, budget range, or constraints
  • Current stack (if any): AWS, website, CRM, data sources, etc.

Service areas

Remote across the U.S. • Seattle / Washington State • Time zone friendly for West Coast teams.

Fast start option

Need a quick win? Ask for a “48-hour technical assessment”: I’ll review your setup and deliver a prioritized action plan.