Projects
A comprehensive showcase of systems, tools, and innovations built over 25+ years of software engineering.
VSSH - AI-Optimized SSH Proxy
First SSH proxy designed specifically for AI agents with native MCP integration. Features multi-layer safety system preventing destructive operations and plugin architecture for Docker, Grafana, and Coolify management.
Impact
- •First-to-market SSH tool designed for AI agents
Technology
Sphinx Capital
Planning and design for advanced loan origination and processing system for Florida real estate market with AI-enhanced decision making. Transforming the specialized real estate lending ecosystem through a unified platform.
Impact
- •AI-enhanced loan processing designed for rapid approval decisions
Technology
Tok - Token Estimator
Sub-microsecond token estimation tool supporting 100+ AI models. Handles MB-scale prompts with minimal dependencies and averaging formula for cross-model compatibility.
Impact
- •Sub-microsecond performance for instant token estimation
Technology
175-Page Chinese Manuscript
Created a multi-tiered AI workflow to digitize and analyze a 175-page Chinese manuscript authored by the client's wife. Benchmark-driven analysis using Claude Opus 4.1 revealed 35% cultural nuance loss in the existing Google Translate overlay, with comprehensive documentation of Chinese symbols and their proper English interpretations.
Impact
- •35% cultural nuance gap identified in Google Translate processing
Technology
Smart Find - Intelligent Find Wrapper
Drop-in replacement for the native find command that auto-excludes build artifacts and noise directories. Zero dependencies, pure bash wrapper working seamlessly with BSD and GNU find across macOS and Linux.
Impact
- •Zero dependencies: Pure bash solution with no runtime requirements
Technology
AIA - AI Advisor
Model Context Protocol (MCP) tool enabling parallel consultation across OpenAI, Anthropic, and OpenRouter models. Provides unified interface for multi-model queries with real-time cost tracking and AES-256-GCM encryption.
Impact
- •Parallel queries across OpenAI (GPT-4, O3-mini), Anthropic (Claude models), and OpenRouter
Technology
Enchanted Robot
Global educational platform supporting 35 languages, designed to provide deep conceptual understanding of technology, science, and history where free content rarely goes deep enough. Features constellation-based social networking model that maps users by their ethical orientations and technology values rather than traditional follower relationships. Platform launched initially without marketing and scheduled for relaunch with improved marketing strategy.
Impact
- •35 languages supported: Full platform accessibility for global audience
Technology
IRS NMCC Dashboard
Built Google Maps Enterprise dashboard aggregating vendor monitoring data for IRS NMCC. Additionally developed security hardening tool that raised compliance scores from 30-40% to 95%+ across departments.
Impact
- •6 years dedicated support (2010-2016) for NMCC leadership
Technology
Coolify Zero - Zero-Downtime Deployment Manager
Docker-native failover system eliminating deployment downtime for Coolify services. Automated hot standby containers with Traefik health check integration maintain service availability during deployments.
Impact
- •Eliminated deployment downtime: Zero downtime vs. 1-2 minute service interruption during updates
Technology
CDC VIEWS II - Next-Gen Enterprise Planning
Led enterprise planning for next-generation VIEWS II system at CDC's Division of Vital Statistics. Focused on microservices architecture, interagency shared services integration, data quality mandate, and cost reduction strategies.
Impact
- •Enterprise planning for 50+ state system connectivity through standardized interfaces
Technology
AI Translation System
A proprietary AI translation system developed for private client deployments, revolutionizing content preservation through a dual-token architecture that eliminates token corruption issues. Built with benchmark-driven development, it achieves 99% quality scores while maintaining 94% performance headroom under targets. The system features multi-provider resilience with automatic failover and zero-downtime updates, making it ideal for confidential, mission-critical translation workflows that require absolute reliability and security.
Impact
- •99% Translation Quality: Benchmark-proven quality scores through automated prompt optimization
Technology
Legal Workflow Automation
Complete automation of the claim submission process (their core revenue stream) and mailroom document processing for Abbott, Clay & Bedoy L.L.C, a Houston-based workers' compensation law firm, eliminating manual processes and achieving 99.8% accuracy in document processing.
Impact
- •99.8% accuracy in document processing and claim submissions
Technology
Claude Code Helper (CCH)
Native MCP server that provides comprehensive AI agent configuration management with always-on secret detection, preventing credential exposure in real-time. Enables bulk permission control across multiple projects while maintaining granular tool-level access control through a plugin-based architecture.
Impact
- •Always-on secret detection prevents credential exposure with regex patterns for API keys, tokens, and passwords
Technology
Lightning-fast Whisper App
A revolutionary voice transcription system that has delivered orders of magnitude productivity improvements through benchmark-driven development methodology. After extensive testing across the latest transcription models, this macOS application implements only the most performant solutions, achieving superior accuracy and speed compared to native Apple SpeechKit. Currently in private production use for over a year, demonstrating sustained reliability and transformative workflow enhancement.
Impact
- •10x Productivity Gain: Speaking flows naturally at 150+ WPM versus 40-60 WPM typing, fundamentally changing content creation workflow
Technology
DHS SEVP SharePoint Modernization
Led enterprise modernization of SharePoint platform for DHS Student and Exchange Visitor Program (SEVP), transforming legacy development practices into agile, user-centric deployment cycles. Engaged directly with 8+ branch chiefs and presented modernized prototype to 30+ federal users, earning unanimous support that drove platform-wide adoption and vendor independence strategy.
Impact
- •6-month to monthly cycles: Reduced deployment iteration time through elimination of heavy C#/XML processing
Technology
Multi-Currency Cryptocurrency Wallet
VP of Engineering for one of the first multi-currency cryptocurrency wallets. Led atomic swaps research and React Native mobile development while networking with DAOs like DECRED.
Impact
- •First-to-market multi-currency wallet supporting BTC, ETH, and ERC-20 tokens