Available for focused consulting

Senior engineering help for AI, cloud, and web systems.

I help teams move from idea, backlog, or stuck implementation to production-ready software. The work is practical: architecture, prototypes, integrations, performance, and hands-on delivery.

Best fit for side projects, focused implementation work, architecture reviews, rescue work, and short consulting engagements. Evening and weekend availability in Eastern Time.

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What I Can Help With

These are the areas where I can contribute quickly without a long ramp-up.

AI integration and LLM implementation

Add LLM features to existing products with tool use, structured outputs, prompt workflows, and cost-aware model routing.

  • Working AI features inside real apps
  • Cleaner prompts and safer outputs
  • Latency and token-cost tuning

RAG and vector search

Design retrieval pipelines that connect documents, databases, embeddings, vector stores, and application UX.

  • RAG architecture and implementation
  • Milvus, pgvector, or Vectorize setup
  • Search quality debugging

Agent systems and MCP

Build agent workflows that can call tools, inspect data, coordinate steps, and expose useful capabilities through MCP.

  • MCP servers and tool interfaces
  • Agent workflow design
  • Guardrails for production use

Cloudflare Workers architecture

Plan and ship edge-first applications using Workers, Durable Objects, D1, R2, KV, Queues, and Vectorize.

  • Cloudflare-native app architecture
  • Worker APIs and data storage
  • Deployment and performance fixes

Next.js full-stack builds

Build or improve App Router projects with TypeScript, i18n, API routes, static generation, and Cloudflare deployment.

  • Feature implementation
  • Routing and metadata cleanup
  • OpenNext and deployment support

Drupal and WordPress modernization

Modernize legacy CMS work with custom modules, integrations, search, migration planning, and performance improvements.

  • Drupal and WordPress technical fixes
  • Search and integration work
  • Upgrade and migration planning

Ways to Work Together

The scope can be small and concrete or a broader implementation track.

Architecture review

A focused review of an app, AI workflow, deployment, or technical plan with written recommendations and next steps.

Prototype or MVP

A small working build that proves the integration, workflow, or user experience before a larger investment.

Implementation support

Hands-on development for a defined feature, integration, migration, or performance improvement.

Rescue and debugging

Help with broken deployments, slow apps, AI quality problems, brittle integrations, or unclear technical direction.

Good Fit

  • You need senior technical help without hiring a full-time engineer.
  • You have an AI, web, or cloud project that needs production judgment.
  • You want a builder who can advise and also ship code.
  • You prefer direct communication, clear scope, and practical tradeoffs.

Simple Process

01

Scope

We clarify the problem, constraints, timeline, and what success should look like.

02

Plan

I propose a practical path with risks, assumptions, and a clean first milestone.

03

Build

I execute in small increments, keep the work visible, and leave you with code or recommendations you can use.

Have a project that needs senior engineering attention?

Send a note or book a short call. A focused conversation is usually enough to see whether I can help.

Send a Message