Technology Leadership Projects

Research into AI-augmented development methodology through building enterprise-grade software platforms. Currently developing four commercial applications while exploring cutting-edge development patterns and architectural strategies.

Commercial Platform Development Research

Developing enterprise-grade software platforms with commercial viability using AI-augmented development workflows. These represent both market opportunities and methodology research for scalable AI-assisted development practices.

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Scientific Documentation Intelligence Platform

Commercial DevelopmentOpen Core Model

Technical Architecture

AI-powered document analysis and synthesis platform built in Go with multi-provider LLM integration (OpenRouter, Ollama). Features automated tabular data analysis, RAG-based retrieval, streaming generation, and cross-platform deployment. Processes complex scientific datasets (.xlsx, .csv, .docx) with intelligent summarization and context-aware generation.

Market Opportunity

Targeting plant genetics research and agricultural science sectors with enterprise-grade analysis capabilities. Commercial version enhances open-source core with specialized scientific workflows, advanced statistical processing, breeding program integrations, and multi-year comparative analysis tools. Focus on research institutions and commercial breeding operations requiring reproducible, AI-assisted documentation.

GoAI/ML IntegrationRAG ArchitectureMulti-Provider LLMScientific ComputingPlant Genetics

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Privacy-First Mental Health App

Active DevelopmentPre-Launch

Technical Architecture

Privacy-first mobile mental health platform built with React Native for cross-platform deployment. Features local-only data storage with AsyncStorage, advanced data visualization for pattern recognition, evidence-based cognitive behavioral interventions, and complete user data sovereignty with export capabilities. No cloud sync, no accounts, no tracking—pure client-side architecture.

Market Opportunity

Addressing the gap in mental health apps that acknowledge structural constraints rather than toxic positivity. Targeting adults facing economic hardship, chronic health conditions, and unchangeable circumstances who need pragmatic tools without gamification guilt. Premium one-time purchase model differentiated by absolute privacy and anti-surveillance positioning.

React NativeTypeScriptLocal-FirstData VisualizationCBT/ACTPrivacy-Focused

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Enterprise Communication Platform

Active DevelopmentPrivate Repository

Technical Architecture

Full-stack Discord bot with enterprise features including role-based access control, comprehensive audit logging, real-time collaboration workflows, and advanced user management. Built with TypeScript, Node.js, and PostgreSQL with cloud deployment architecture.

Market Opportunity

Targeting the enterprise communication market with security-first architecture addressing compliance requirements while maintaining Discord's user experience advantages. Focus on SME and scale-up companies needing enterprise features without enterprise complexity.

TypeScriptNode.jsPostgreSQLDiscord.jsCloud DeploymentEnterprise Security

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Cultural Intelligence Language Platform

MVP DevelopmentIP Protected

Technical Innovation

AI-powered language learning platform with proprietary cultural adaptation engine specifically designed for Southeast Asian languages and business contexts. Features real-time cultural context processing, personalized learning pathways, and enterprise deployment capabilities.

Market Focus

Targeting cross-cultural business communication with initial focus on Bruneian companies expanding into international markets. Addresses gap in culturally-aware language training for professional teams.

AI/MLCultural NLPNext.jsMulti-Provider APIEnterprise SecurityAPAC Focus

AI-Augmented Development Methodology

Leveraging AI assistance to accelerate development while maintaining architectural quality and security standards

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Rapid Prototyping

AI-assisted development enabling faster concept-to-prototype cycles while maintaining code quality and architectural best practices.

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Strategic Architecture

Human oversight on security decisions, architectural patterns, and business logic while leveraging AI for implementation acceleration.

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Technical Leadership

Staying hands-on with modern development while maintaining executive-level strategic thinking and decision-making.

Open-Source Technical Exploration Projects

Open-source projects exploring development methodologies, architecture patterns, and modern web technologies

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DocLoom CLI - Document Context Orchestration for AI Analysis

Production-grade Go CLI that merges multi-format documents (MD, DOCX, CSV, XLSX) into unified AI-ready context with lightweight RAG. Features automatic tabular data summarization, multi-provider runtime abstraction (OpenRouter/Ollama), streaming responses, and intelligent cost/context management with model catalog presets.

Technical Leadership

Demonstrates enterprise CLI design patterns including clean runtime abstraction for provider switching, intelligent token/cost budgeting, modular internal architecture with retrieval and analysis layers, comprehensive CI/CD pipeline with cross-platform builds, and local-first development experience with Ollama integration

GoCLI ArchitectureRAGMulti-Provider AbstractionData AnalysisToken OptimizationOpenRouterOllama

CLI tool requiring local installation and API keys for cloud providers (works offline with Ollama)View Code

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BrightPath Companion - AI-Powered Job Application Intelligence Platform

Privacy-first job application tracking and analysis system with multi-dimensional fit scoring, consent-gated remote AI providers, and comprehensive analytics. Features local-first architecture, PII safeguards, resume parsing, batch processing, and analytics dashboard with conversion tracking and performance insights.

Technical Leadership

Architected consent-gated AI pipeline with local/remote provider abstraction, content-based caching strategy, and PII detection layer. Demonstrates production-ready privacy patterns, multi-agent orchestration, and cross-platform deployment (web + Tauri desktop) with comprehensive test coverage and portfolio-ready demo mode.

Privacy-First AIMulti-Provider IntegrationIndexedDBAnalytics DashboardContent HashingPII DetectionTauri Desktop

Hosted demo mode not available at this timeView Code

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Corporate Dynamics Simulation Engine - AI Orchestration Study

Technical exploration of enterprise-grade AI orchestration through interactive corporate simulation. Features sophisticated multi-provider AI integration, circuit breaker patterns, semantic caching, and complex stakeholder relationship modeling. Demonstrates AI team management methodology and production reliability patterns.

Technical Leadership

AI-orchestrated development methodology using specialized models for architecture, complex logic, and implementation, demonstrating enterprise reliability patterns and cost optimization strategies for production AI systems

AI OrchestrationEnterprise ArchitectureMulti-Provider IntegrationCircuit BreakersSemantic CachingState Management

Requires multiple AI provider API keys for multi-provider orchestrationView Code

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AI Language Learning Platform - Technology Exploration

Technical exploration of AI-powered language learning with cultural intelligence. Features multi-provider AI architecture, personalized tutoring, and cultural context integration for Southeast Asian languages. Demonstrates modern AI development patterns and provider redundancy strategies.

Technical Leadership

Architected resilient AI provider system with cultural context processing, demonstrating enterprise reliability patterns through strategic provider redundancy and sub-second response optimization

AI ExplorationCultural IntelligenceMulti-Provider ArchitectureLanguage LearningTechnical R&D

API Security - Requires user-provided API keys for privacy complianceView Code

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Astro SSG Portfolio - Modern Web Architecture

Technical demonstration of high-performance static site generation using Astro. Features advanced content architecture, TypeScript validation, dynamic filtering, and component-based design. Showcases modern JAMstack development principles and performance optimization techniques.

Technical Leadership

Modern content architecture with type-safe validation, automated deployment, and performance-first design principles achieving sub-second load times

AstroTypeScriptSSGPerformance EngineeringJAMstack

Live Demo View Code

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Lightweight AI Chat Interface - Architecture Study

Technical exploration of efficient AI chat implementation in a single 100KB file. Demonstrates enterprise-grade architecture principles including real-time messaging, persistent state management, and graceful API degradation. Study in minimal overhead with maximum functionality.

Technical Leadership

Microservices-inspired single-file architecture with event-driven state management, proving enterprise patterns can be implemented with zero external dependencies

AI InterfaceLightweight ArchitectureState ManagementPerformance StudySingle-File App

Requires personal Google AI API key for security complianceView Code

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Next.js Content Platform - Development Methodology

Exploration of rapid content platform development using Next.js 15 and AI-assisted coding. Features automated publishing workflows, social media integration, and comprehensive SEO optimization. Demonstrates "vibe-coding" methodology for accelerated development cycles.

Technical Leadership

Pioneered AI-assisted rapid development methodology achieving 70% faster deployment while maintaining security standards through modern middleware architecture

Next.js 15AI-Assisted DevelopmentContent ManagementRapid PrototypingSEO Automation

Live Demo View Code

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Eleventy Resume Builder - Zero Infrastructure Study

Technical exploration of zero-infrastructure professional web presence using JavaScript-powered data architecture. Features modular components, automated SEO, and configuration-driven content management. Demonstrates cost-effective professional web development patterns.

Technical Leadership

JavaScript data file architecture eliminating traditional CMS dependencies, enabling 90% faster deployment with zero ongoing costs

EleventyZero InfrastructureJavaScript DataProfessional WebCost Optimization

Live Demo View Code

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Eleventy Multi-Page Architecture - Scalability Study

Technical exploration of scalable static site architecture using advanced templating systems. Features multi-page organization, component modularity, and comprehensive accessibility compliance. Demonstrates systematic approach to professional web architecture.

Technical Leadership

Advanced templating system with automated SEO optimization and enterprise-grade accessibility compliance built into core architecture

EleventyMulti-Page ArchitectureTemplating SystemsAccessibilityScalable Design

Live Demo View Code

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Personal Link Hub - Configuration Management Study

Technical exploration of configuration-driven digital presence management using Eleventy SSG. Features performance-first architecture, responsive design, and zero-dependency deployment. Demonstrates modern JAMstack principles for streamlined web development.

Technical Leadership

Configuration-driven architecture enabling non-technical content updates with enterprise-grade performance and zero hosting costs

EleventyConfiguration ManagementPerformance EngineeringJAMstackDigital Presence

Live Demo View Code

Development Philosophy

AI-Assisted Development

Leveraging cutting-edge AI tools for rapid prototyping, code generation, and quality assurance—demonstrating enterprise patterns for AI team orchestration while maintaining human oversight and architectural direction.

Staying Technical

Maintaining hands-on development skills as a technology executive, ensuring architectural decisions are grounded in practical implementation experience.

Performance-First

Choosing the right technology stack for each use case, prioritizing fast load times, cost efficiency, and excellent user experience.

Leadership Opportunities

I'm seeking VP Engineering, CTO, or Director of Technology roles where I can build and lead technology organizations. Also open to fractional/interim technical leadership, advisory engagements, and strategic consulting. Let's discuss how I can help drive your company's growth.

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