Stuck with a failed project or a manual workflow? I'm the expert who will rescue or build the right solution.

As a specialist AI and automation consultant, I partner with B2B leaders to either fix failed implementations, clear operational bottlenecks, or build new, custom solutions from scratch.

Author of "Frontend Interview Guide (2025)", "The Developer's AI Prompt Framework", and "The Vibe Coding Survival Guide"

How I Solve Your Most Expensive AI Problems

Transform fragile AI prototypes into production-ready applications and build intelligent workflows that drive business growth.

Code Rescue

AI Code Rescue & Remediation

I audit the brittle code you inherited, neutralize the risks, and rebuild the system so your team can ship without fear.

Automation

Intelligent Workflow Automation

I connect the tools your business already pays for and wire them together with AI so the manual busywork disappears.

Custom AI

Custom AI Solution Development

When an off-the-shelf bot won’t cut it, I architect and ship bespoke agents and RAG workflows grounded in your private data.

From Failed Pilots to Real-World ROI

I'm not just a consultant; I'm a builder. Here's how I've turned complex problems into measurable results for my clients.

AI Agent Flow: Rescuing Support Operations
AI Agent Orchestration & Automation

The Problem

A SaaS client was burning over 100 hours a week on manual support tickets. Their previous AI bot was brittle, slow, and frustrating users—costing them money and reputation.

My Solution

I ran a three-day technical audit, scrapped the broken system, and built a modular Node.js agent flow that plugs directly into their helpdesk. The new architecture delivers 95% answer accuracy with proper fallbacks and observability baked in.

The Result

The assistant now resolves 75% of all incoming tickets, freeing three support reps to focus on high-value clients and saving roughly $12,000 every month.

  • 75%Tickets auto-resolved
  • 100+ hrs / weekManual support hours reduced
FinTech Document Intelligence Rescue
AI Code Rescue & Scale-Up

The Problem

Their Node.js document analysis MVP was vibe-coded, painfully slow, and full of security gaps. The team could not ship without creating new bugs.

My Solution

I performed a full-stack rescue: patched security issues, refactored the parsing engine, added automated tests, and containerized deployments so the team could iterate safely.

The Result

Document processing times dropped by 60%, production deployments became predictable, and the founders used the stability gains to close their next funding round.

  • 60% fasterProcessing speed
  • 0 post-launchSecurity incidents
Campbert Booking Platform Stabilization
Full-Stack Rescue & Feature Delivery

The Problem

Campbert's mission-critical booking system was leaking revenue through payment bugs, unsecured APIs, and brittle admin tools. Their team was one outage away from churn.

My Solution

I triaged the platform, executed an emergency security audit, modularized the backend, and rebuilt the payment flows. I shipped the administrative tooling they needed to operate confidently.

The Result

Revenue leakage stopped overnight, security posture hardened, and the refactored codebase now supports a reliable product roadmap.

  • EliminatedPayment failures
  • 20+ hrs / weekAdmin time saved

Latest Insights

Thoughts on AI, automation, and full-stack development

AI Spend Without Guardrails Is a Financial Risk, Not Innovation

AI spend without guardrails turns innovation into margin risk. Learn the architecture shift—filters, state machines, and private models—that restores cost control.

AI wrappers
AI cost optimization
AI architecture
SLMs
private cloud
LLM strategy
Read more
Stop Hunting for Rockstars: Why Mentorship Is Your Best Engineering Investment

Stop overpaying for senior developers. Discover why building a structured mentorship program yields higher ROI, reduces churn, and scales your engineering team faster than competing for rockstar hires.

Engineering mentorship
Tech hiring strategy
Developer retention
Team scaling
Engineering culture
ROI
Talent development
Bus factor
Read more
Why Hiring a Full-Time CTO Too Early Is a $200k Mistake

Discover why hiring a full-time CTO before Series A drains startup runway and why the Fractional CTO model is the smarter strategy for Seed-stage growth and velocity.

Fractional CTO
Startup strategy
Engineering leadership
Burn rate optimization
Technical architecture
Seed stage
MVP development
CTO hiring
Read more
Turn Your Wasted Investment into a Competitive Advantage.
Stop letting a failed project define your strategy. I'll help you rescue the valuable parts, fix what's broken, and unlock the ROI you were promised.

I handle the triage, rebuild the systems, and hand your team a roadmap they can trust. All you have to do is book the call.