> I let the problem decide the framework and the tools, not the other way around.
Thanks to AI, the challenge of building software has risen from writing code to architecting solutions. I bring decades of enterprise IT and business experience to design systems that actually work in the real world.
I work directly with you to uncover the root issue—whether it's a known bottleneck or an undefined "we need to do this better" initiative. We define the exact business problem before any technology is discussed.
I draft the architecture and utilize AI to rapidly build bespoke tools and systems designed for immediate efficiency. The focus is on solving the problem at hand quickly and effectively, without over-engineering.
We don't start by trying to build a massive enterprise SaaS application. We build targeted, bespoke tools that deliver immediate ROI, which then naturally grow and evolve as new efficiencies are discovered.
I productized my exact methodology into a framework that helps non-technical founders build SaaS using AI as their development team. For the dreamer who is not a developer.
Explore the Framework> Systems and software architected to solve complex operational challenges.
Automated Trading System
A fully automated options trading system with a self-reviewing AI loop that extracts market data, paper trades, and adjusts its own strategies. Built utilizing 5 distinct AI platforms and featuring E2E tests, scheduler hardening, and pipeline error recovery.
A production SaaS platform for real estate team management, featuring both web and native mobile applications. It replaces the chaos of scattered texts with one simple workspace for communication, training, and events.
Financial Automation
An internal financial tool that unifies financial data across 5 companies and 150+ agents, using AI to automate expense categorization and commission reconciliation, assisting with audit reporting. Turns weeks of year-end work into a few clicks.
Personalized Nutrition AI
A personalized nutrition app that scores foods against specific blood panel results for inflammation. Tracks calories and macros using AI. Accepts text descriptions or photos of nutritional facts panel to provide instant inflammation scoring.
Cognitive Visualization
An interactive 3D visualization of recursive decision-making, modeled on how an INTJ thinks. An academic experiment in mapping structured cognition, tracking decisions, depth, and density in navigable 3D space.
Brokerage Financial Analysis
A complex financial modeling tool built to determine the actual profitability of recruiting teams into brokerages, accounting for franchise fees, split structures, and operational costs.
Enterprise AI Architecture
Architecting a private large language model for a global reliability and maintenance consulting firm. The system enables consultants to query over a decade of proprietary client engagement data — case studies, best practices, and operational insights from Fortune 500 manufacturers and defense contractors — without exposing sensitive client information to third-party AI platforms. Currently in active development.
I am not a developer by trade. I am a process architect with over 20 years of enterprise-level business, IT, and project management experience.
I've launched and sold companies. I understand that technology is only valuable if it solves a real business problem. I don't write code for the sake of writing code; I use AI as my development tool to execute precise architectural visions.
My approach is rooted in my INTJ personality: analytical, strategic, and relentlessly focused on efficiency. I see the entire board, design the optimal path, and then direct the tools to build it.
> Ready to stop talking about the problem and start building the system?