AI Integration & Backend Engineering

I build the systems
your team shouldn't
be doing manually.

13 years of backend engineering. Now focused on AI integration — RAG systems, workflow automation, and intelligent tools that give your team leverage.

Let's Talk About Your Problem See my work

Case Studies

Problems I Solve

If any of these sound familiar, we should talk. Click to see how I've solved it before.

"Support is drowning in repetitive questions"

→

Your team answers the same questions over and over. The answers exist in your docs, but customers don't read them.

~20% ticket volume automated
RAG OpenAI Cloudflare Workers

"We don't know what's frustrating customers"

→

Thousands of support conversations, but no way to see patterns. Fixes are reactive, not proactive.

10k+ conversations analyzed
Python BERTopic GPT-3.5

"We're missing calls and losing leads"

→

Can't afford 24/7 staff, but voicemail is a dead end. Callers hang up, business walks away.

Currently Building
Voice AI RAG Google Calendar

"Dev team can't ship fast enough"

→

Market moves fast, backlog grows faster. You need more output without hiring more people.

3x feature output increase
Claude Code Python Git Worktrees

Results

What Clients Got

~20%

fewer support tickets
automated with AI

6

hidden UX issues
surfaced from data

3x

more features shipped
per week

Process

How I Work

Ship fast, iterate faster. No over-engineering.

1

Understand

Dig into the actual problem, not the assumed one. Most projects fail because they solve the wrong thing.

2

Research

Find existing patterns and constraints before writing code. Understand what you're working with.

3

Build

Ship the simplest solution that solves the problem. No gold-plating, no premature abstraction.

4

Iterate

Measure results, learn from what shipped, improve. The best version is never the first version.

Side Project

Currently Building

ManagerTools

AI phone answering for small businesses. Handles incoming calls, answers questions from your knowledge base, and books appointments directly to Google Calendar. No missed calls, no voicemail black holes.

Visit managertools.xyz →

Have a problem like these?

Tell me what's broken. I'll tell you if I can fix it.

Best fit: AI/LLM integration, backend APIs, RAG systems, workflow automation.

Describe Your Problem

$100/hr · Remote · US Central Time