AI • Automation • Operations

I connect AI to real business systems.

I connect AI to real business systems. I focus on shipping practical AI integrations that simplify operations and scale with the business.

What I do Get in touch

10+ yrsoperations & tech

30+projects shipped

Co-FounderSmartCLM

What I Do

Products & Internal Tools

Build and ship practical products, MVPs, and internal tools — designed for fast iteration and real operational use.

AI Adoption

Help teams adopt AI tools. Build internal playbooks, train staff, set up the right stack.

Workflow Automation

Build automated flows with Make.com and AI — from lead handling to internal ops.

AI Integrations

Connect AI models (Claude, Codex, GPT) with your products — bots, apps, internal tools.

Prompt Engineering

Design and optimize prompts and system instructions for reliable, production-ready AI behavior.

Systems Integration

Connect disparate apps via APIs and serverless functions. Make your tools talk to each other.

Three Ways to Work Together

Fastest

1-Day Diagnostic

Quick clarity. ~2 hours of focused analysis, clear recommendations, and one implemented fix.

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2-Week AI Audit

Deep diagnostic + implementation. Find where you're wasting time and money, fix the top priorities.

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Custom

Ongoing Projects

Scoped to your needs. AI integrations, automation builds, product development.

Get in touch

About

I build products and systems that make businesses run simpler and scale better.

My background is in operations — over a decade fixing real business problems, redesigning workflows, and shipping solutions that get used. Today, I work at the intersection of business and technology, turning complex challenges into clear, scalable systems.

I specialize in connecting AI models (Claude, Codex) with products — bots, apps, internal tools. I design prompts and systems, build automated workflows, and help teams adopt AI in ways that actually work.

Problems I Fix (Fast)

AI demos that look impressive but never get used

Manual workflows wasting hours every week

Tools that don't talk to each other

Teams confused about which AI tools actually matter

"We tried AI and it didn't work" situations

If this sounds familiar, it's not a tooling problem.
It's a systems problem — and that's what I fix.

How I Work

I don't start with tools. I start with the real bottleneck.

I focus on systems that run in production, not experiments that die after a demo. I keep stacks simple, automations reliable, and AI behavior predictable.

If something doesn't need AI, I'll say so. If a process is broken, I'll fix that first. I ship, test, and iterate.

The goal is simple: less manual work, fewer moving parts, and systems your team actually uses.

What I Build

From full platforms to quick internal tools

SmartCLM

Contract Lifecycle Management

Flagship Product

AI-Powered Contract Platform

Full SaaS product built from scratch. Document management, AI extraction, payment integration, team collaboration, and audit trails.

Template Drafts Contact Database AI Document Analysis Payment Integration

Company Knowledge Bot

AI assistant trained on your docs. Employees ask questions, get instant answers from internal knowledge base.

OpenAI API Chat Interface

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Google Scripts

Document Automation

Quick Build

Docs & Sheets Automation

For teams who want to stay in Google Workspace. I automate document creation directly in Google Docs and Sheets — no outside tools needed.

Google Apps Script No External Tools

Competitor Watch

Intelligence Tool

Quick Build

Competitor Update Tracker

Internal tool that tracks competitor updates across public sources and summarizes what's new — or tells you nothing changed.

Automated Monitoring

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Small tools like the Knowledge Assistant can be built as part of a 2-Week Audit — if the diagnostic shows it's what you need. Or as an add-on to any engagement. No bloat, just what solves the problem.