Projects

A comprehensive showcase of systems, tools, and innovations built over 25+ years of software engineering.

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 175 pages digitized from screenshots with English overlay Comprehensive report documenting specific Chinese symbols with culturally accurate English translations Benchmark-driven approach determined optimal AI models for translation quality

Technology

Claude Opus 4.1AI WorkflowsOCRTranslation APIs

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 Bulk permission management enables instant configuration across 100+ projects simultaneously Plugin architecture supports custom tool development with TypeScript interfaces and hot-reload Automatic configuration backups with Git-style versioning and rollback capabilities Cross-project analytics tracks tool usage patterns and identifies security risks

Technology

TypeScriptNode.jsMCPBun

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 Investor matching algorithm connects borrowers to optimal capital sources Confidence scoring system for loan quality assessment Streamlined financing pipeline reduces traditional real estate funding delays

Technology

AI/MLReal Estate Finance APIsData ProcessingLoan Automation

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 13+ directories excluded: Auto-filters node_modules, .git, dist, build, and more Cross-platform: Works with BSD find (macOS) and GNU findutils (Linux) AI-optimized: Speeds up Claude Code and other AI assistant file operations

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 3,000+ hours saved annually (120 hours claims + 2,880 hours mailroom) Revenue stream automation eliminated manual claim submission delays Zero manual intervention transformed spreadsheet workflow to full automation 15-minute billing increments eliminated for both claims and document processing

Technology

OCRImage EnhancementWeb AutomationDocument Classification+1

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 20+ free quizzes: Interactive assessments across blockchain, cryptocurrency, smart contracts, science and technology Deep conceptual content: Comprehensive coverage from historical context to deeper technical details $5/month premium tier: Affordable access to advanced educational materials Constellation social model: Revolutionary networking based on ethical and technological alignments Colombia AI initiative: Published articles on AI policy development as regional case study

Technology

Multi-language PlatformContent ManagementQuiz SystemSocial Networking

DHS SEVP SharePoint Modernization

Federal Systems

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 30+ federal users: Presented modernized system prototype that resonated with entire user base 8 branch chiefs engaged: Conducted stakeholder meetings across SEVP divisions for requirements gathering Director-level influence: Advised SEVP director on vendor-independence strategy for technology liberation 3x efficiency gain: Modernized development workflow previously requiring three Microsoft federal engineers

Technology

SharePoint 2010/2013PowerShell.NETJavaScript+2

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 Zero security breaches throughout operational period Atomic swaps research with DECRED DAO collaboration Successful acquisition after complete rebrand

Technology

React NativeNode.jsWeb3.jsBitcoin Core+1

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 Automatic failover: Hot standby containers maintain service during primary deployment Zero configuration: Works with Coolify's existing deployment flow without modification Self-healing: Manager automatically recovers from any state, recreating failover containers as needed

Technology

BashDockerTraefiksystemd

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 Real-time cost tracking prevents budget overruns AES-256-GCM encryption for secure conversation storage Plugin architecture enables custom provider integration

Technology

TypeScriptNode.jsMCPOpenAI API+2

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 Zero security incidents reported from AI operations Plugin ecosystem for Docker, Grafana, Coolify integration Multi-layer safety prevents root deletion and dangerous operations

Technology

TypeScriptNode.jsSSHMCP

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 100% Token Corruption Elimination: Revolutionary PipelineV2 dual-token system completely prevents LLM placeholder corruption 94% Performance Headroom: Consistently executes 94% faster than performance targets (133ms for 100 segments vs 2000ms target) $0.05/1M Token Cost: 50% cost reduction through intelligent provider routing and model selection Zero-Downtime Production: Auto-update system applies patches without service interruption

Technology

TypeScriptBunNode.jsDocker+2

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 100+ model support through averaging formula approach MB-scale prompt handling with minimal dependencies 20MB size reduction by removing TIC token dependency Developer Efficiency: Instant cost visibility prevents budget overruns Enterprise Ready: Supports programmatic budget management Global Adoption: Used worldwide via npm registry Performance Optimization: Trade-off of precision for significant performance gains

Technology

TypeScriptJavaScriptNode.js

CDC VIEWS II - Next-Gen Enterprise Planning

Federal Systems

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 Interagency shared services integration to eliminate redundant development Data quality mandate incorporated into architecture planning Cost reduction through shared services and microservices approach

Technology

MicroservicesHL7 FHIREnterprise Service BusFederal Cloud+1

Lightning-fast Whisper App

Private Systems

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 Benchmark-Driven Innovation: Pioneered methodology testing across dozens of transcription models to implement only factually superior solutions Year of Production Use: Battle-tested in daily professional use, processing thousands of hours of dictation Superior to Native Solutions: Consistently outperforms Apple SpeechKit in accuracy, speed, and reliability through data-driven optimization

Technology

SwiftmacOSCoreAudioSwiftUI+2

IRS NMCC Dashboard

Federal Systems

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 Security compliance raised from 30-40% to 90%+ immediately Tax season outage prevention through unified infrastructure visibility Cross-department adoption of security hardening tool

Technology

Google Maps Enterprise APIJavaScriptAJAXOracle+2