I help teams master complex technology without dependencies
I dive deep into problems that are blocking people, figure them out in my own way, then build systems that let others solve similar challenges independently. No waiting for experts, no expensive consultants, no gatekeeping.
The goal isn't just to solve your problem. It's to make sure you never need me to solve it again.
2+ yrs
LLM Use and Dev
Advanced prompt engineering, RAG systems, AI-assisted development methodologies, and production LLM integrations across multiple business domains.
15+ yrs
Enterprise Systems
Manufacturing IT, legacy system modernization, cross-platform data flows, and mission-critical infrastructure serving $100M+ operations.
9+ yrs
Full Stack Engineering
Python, Elixir, C#, TypeScript. Real-time systems, multi-tenant SaaS, industrial automation platforms, and scalable web applications.
303 skills • Click to filter experiences • Ctrl+Click for multiple
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Professional Timeline
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AI Assisted Software Engineering Research
Generaite Labs • Remote
Jun 2024 - Present
Current
founding
Pioneered systematic approaches to AI-assisted software development while delivering enterprise-grade applications across multiple technology stacks. Established foundational patterns for leveraging LLMs in development while maintaining architectural integrity and code quality. Reduced project bootstrap time by 60-80% through innovative meta-level architectural approaches and documentation synthesis methodologies.
Enterprise-grade TypeScript/Node.js application aggregating marketing metrics across Google and Facebook platforms, featuring multi-tenant architecture, OAuth2 integration, and sophisticated data normalization pipeline
API Design Database Design Express Facebook APIs Google APIs JWT Jest LLM-Assisted Development Node.js OAuth2 Polly.js PostgreSQL Prisma Product Strategy Security Implementation System Architecture Technical Leadership Testing Strategy TypeScript
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Enterprise API Integration Platform with Model Context Protocol
Feb 2025 - May 2025
software
Architected and implemented a sophisticated middleware platform enabling AI models to interact with enterprise REST APIs through dynamic tool generation, multi-tenant architecture, and advanced authentication handling
API Design ASP.NET Core AutoMapper Blazor WebAssembly Clean Architecture Domain-Driven Design Entity Framework Core FluentValidation Isomorphic Git Multi-tenant Architecture Octokit Performance Optimization PostgreSQL Radzen UI Security Implementation System Architecture WebAssembly Development
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Optimizing LLM-Assisted Development with C# Clean Architecture
Sep 2024 - Dec 2024
software
Established effective patterns for AI-assisted development by leveraging C#'s strong typing and architectural patterns, resulting in a production-ready multi-tenant todo application with real-time updates and comprehensive testing.
API Design ASP.NET Core Blazor WebAssembly C# Clean Architecture Domain-Driven Design Entity Framework Core LLM-Assisted Development Multi-tenant Architecture PostgreSQL Radzen UI Real-time Systems SignalR SpecFlow System Architecture Testing Strategy bUnit xUnit
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Rust Web Application Code Generator
Sep 2024 - Sep 2024
software
Python-based code generation tool for Rust/Axum applications that automates creation of models, repositories, and services using template pattern matching and LLM-assisted code analysis
API Design Axum Code Generation Jinja2 LLM Integration Language Processing Pattern Matching Python Rust Sea-ORM System Architecture Template Design Testing Strategy pytest
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Documentation-Synthesized Rust Web Architecture
Sep 2024 - Sep 2024
software
Engineered a production-ready web application architecture in Rust, pioneering an LLM-driven documentation synthesis methodology that bridges the gap between generic tutorials and specific implementation needs.
API Design Axum Clean Architecture Database Design Docker PostgreSQL Project Bootstrap Strategy Rust Sea-ORM System Architecture Technical Documentation Tera Tokio
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AI Context Management CLI for Pair Programming
Aug 2024 - Sep 2024
software
Developed a command-line tool to automate context preparation and task management for AI pair programming sessions. The system analyzes codebases to intelligently gather relevant documentation and code snippets for optimal AI assistance.
API Design Anthropic Claude API BeautifulSoup4 CLI Application Development Database Design Developer Tools Full-Stack Engineering Git LLM-Assisted Development Python SQLite System Architecture Technical Documentation YAML pytest
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LLM-Driven Enterprise Architecture in Rust
Aug 2024 - Sep 2024
software
Production-grade todo application exploring the boundaries of AI-assisted development while implementing clean architecture patterns and advanced database design in Rust
API Design Axum Clean Architecture Database Design Docker LLM Integration LLM-Assisted Development Pattern Recognition PostgreSQL Rust SeaORM System Architecture Technical Decision Making Tokio
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Meta-Architecture Patterns for AI-Assisted Development
Aug 2024 - Aug 2024
software
Pioneered systematic approaches to AI-assisted development while building an enterprise-grade Rust application, establishing patterns for effective LLM collaboration through meta-level architectural documentation.
Axum Domain-Driven Design JWT LLM-Assisted Development Meta-Programming PostgreSQL Process Optimization Rust Sea-ORM System Architecture Technical Documentation Testing Strategy Tokio Type-Safe Programming
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Enterprise Architecture Laboratory: AI-Assisted Rust Development
Aug 2024 - Aug 2024
software
Created a production-ready Rust application as a controlled experiment in AI-assisted development, documenting architectural patterns and establishing best practices for LLM collaboration while building enterprise-grade features.
Architected and implemented a full-stack platform that automates influencer discovery and content distribution using vector similarity search and AI content matching, reducing marketing effort by 80% while improving engagement
API Design DaisyUI Database Design FastAPI FlagEmbedding Full-Stack Engineering Google Custom Search API LLM-Assisted Development Performance Optimization PostgreSQL Product Strategy Python React SQLAlchemy ORM System Architecture Tailwind CSS Technical Leadership Vite YouTube Data API pgvector
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Desktop Meeting Transcription Engine
Jun 2024 - Jul 2024
software
Real-time meeting transcription application implementing voice activity detection, speaker diarization, and speech-to-text using Elixir and ML models, with native desktop integration.
Audio Processing Elixir Full-Stack Engineering LLM-Assisted Development Membrane Framework ONNX Runtime Performance Optimization Phoenix LiveView Pino Model Pipeline Architecture Real-time Systems SQLite Silero VAD wxWidgets
Founder & Owner
Desert First Cleaning • Remote
Sep 2022 - Present
Current
founding
Built profitable cleaning business from zero to $252K+ cumulative revenue with 150% YoY growth. Managed all business functions including sales, marketing, operations, finance, and team management across residential, commercial, and property management sectors while establishing sustainable operations and profitability.
Business Development Email Marketing Platforms Financial Management Google Ads Indeed Job Posting Lead Conversion P&L Management Problem Solving Process Optimization Project Management Quality Assurance QuickBooks SEO Sales Management Strategic Planning Stripe Technical Leadership Vendor Relations WordPress Yelp Advertising
Software Engineer
Openforce • Remote
Feb 2022 - Present
Current
employment
Led data infrastructure modernization and insurance platform development for leading contractor management platform serving 60,000+ companies and 350,000+ drivers. Architected Snowflake migration and built comprehensive reporting systems.
AWS Glue Business Intelligence Compliance Reporting Data Warehousing ETL Insurance Technology Power BI REST APIs SQL Server Snowflake
Founder & Technical Product Leader
Discussit • Remote
Jan 2023 - May 2024
founding
Founded and led development of an enterprise conversation intelligence platform, architecting scalable AI pipelines for processing thousands of daily communications. Drove product strategy and go-to-market execution while implementing sophisticated technical solutions including real-time transcription, semantic analysis, and vector search capabilities. Successfully attracted paying customers through innovative topic analysis features while managing full product lifecycle from conception to deployment.
AssemblyAI BAAI Embeddings Business Development Docker Elixir LLM-Assisted Development Market Analysis Multi-tenant Architecture OAuth2 Oban OpenAI Phoenix LiveView PostgreSQL Product Management Product Strategy Real-time Systems S3 Security Implementation Strategic Planning Stripe System Architecture Vector Search pgvector
Related Projects 1
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Enterprise Conversation Intelligence Platform with AI-Powered Analysis
Mar 2023 - May 2024
software
Architected and implemented a scalable conversation intelligence system processing thousands of daily communications using advanced AI pipelines, real-time transcription, and semantic analysis capabilities
AssemblyAI BAAI Embeddings Docker Elixir LLM-Assisted Development Multi-tenant Architecture OAuth2 OAuth2 Provider Development Oban OpenAI Phoenix LiveView PostgreSQL Real-time Systems S3 Stripe System Architecture Vector Search Implementation pgvector
Technical Founder & Platform Architect
Bandwidth Hero • Remote
Oct 2021 - Nov 2022
founding
Led technical development and architecture of an innovative ERP contractor marketplace platform using Phoenix LiveView and modern Elixir patterns. Engineered sophisticated matching algorithms and real-time features while maintaining high code quality standards. Demonstrated strong technical leadership in rapid MVP development while balancing business and market requirements.
Algorithm Development Alpine.js Business Development Database Design Docker Domain-Driven Design Elixir Fly.io MVP Development Performance Optimization Phoenix LiveView PostgreSQL Project Management Security Implementation System Architecture Tailwind CSS Technical Leadership Testing Strategy WebSocket
Related Projects 1
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Real-Time ERP Contractor Marketplace Platform
Oct 2021 - Nov 2022
software
Engineered a sophisticated contractor matching platform using Phoenix LiveView, featuring real-time updates and intelligent scoring algorithms for connecting ERP professionals with project opportunities
Algorithm Design Database Design Domain Modeling Domain-Driven Design Ecto Elixir MVP Development Performance Optimization Phoenix LiveView PostgreSQL Real-time Systems System Architecture Tailwind CSS Technical Leadership WebSocket asyncio
Founder & Technical Architect
UserDocs • Remote
Oct 2019 - Present
founding
Founded and led development of an innovative documentation automation platform, architecting a distributed system that combined web, desktop, and browser automation capabilities. Drove full product lifecycle from concept through multiple iterations, making sophisticated technical decisions while maintaining focus on user needs and business objectives. Built relationships with early adopters and secured pilot programs while continuously evolving the platform based on market feedback.
AWS S3 Browser Automation Chrome DevTools Protocol Chrome Extension Customer Discovery Docker Electron Elixir Full-Stack Engineering GraphQL Multi-tenant Architecture OTP Phoenix LiveView PostgreSQL Process Optimization Product Development Real-time Systems SQLite State Management System Architecture Technical Documentation Technical Leadership Testing Strategy TypeScript WebSocket
Related Projects 5
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Pexelmatch: Image Comparison Engine Reimagined in Elixir
May 2022 - Jun 2022
software
Complete port of Pixelmatch from JavaScript to Elixir, implementing advanced image comparison algorithms with antialiasing detection and color science optimization
Built a sophisticated web automation platform using Elixir/Phoenix that enables teams to automate documentation screenshots with real-time collaboration and visual regression testing
Architected and built a sophisticated Elixir/Phoenix platform that automates visual documentation through browser control, real-time collaboration, and intelligent element tracking
Built a comprehensive automation platform that transforms manual screenshot collection into an automated pipeline, featuring distributed architecture across web, desktop, and browser extension components with sophisticated annotation and session management capabilities
Built a sophisticated documentation automation system using Elixir/Phoenix, featuring real-time collaboration, browser automation, and distributed state management across microservices-style OTP applications.
API Design Absinthe Browser Automation Chrome Extension Elixir Extension Development GraphQL Hound WebDriver OTP Phoenix LiveView PostgreSQL Real-time Systems State Management System Architecture Technical Documentation WebSocket
Head of Implementations & Technical Operations Leader
FunnelCloud • Remote
Jan 2019 - Jan 2022
employment
Led technical operations and strategic growth initiatives for an MES software vendor serving automotive tier suppliers. Engineered process automation systems and implementation methodologies while managing high-value customer relationships and leading a technical team. Transformed complex deployment planning through innovative domain-driven architecture and matrix-based estimation approaches.
Business Analysis CSV Customer Success Domain-Driven Design EEx Templates Elixir Git Implementation Strategy Industrial Automation Jira API MES Systems Pandoc PlantUML Pre-Sales Support Process Optimization Project Management Quality Assurance Requirements Analysis System Architecture Technical Documentation Technical Leadership Zendesk
Related Projects 1
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MES Implementation Automation Platform
Jan 2022 - Dec 2022
software
Engineered a domain-driven automation system that transformed complex Manufacturing Execution System implementation planning from manual spreadsheets into a streamlined pipeline, reducing project estimation time from days to hours while improving accuracy.
Led enterprise MES implementations and customer success initiatives while architecting comprehensive documentation and process improvement systems. Managed critical customer relationships through complex technical deliveries, establishing new standards for requirements gathering and feature development. Reduced implementation times by 40% through sophisticated information architecture and integration pattern documentation.
CSS Confluence Customer Relationship Management ERP Integration Enterprise Software Implementation Git HTML Industrial Automation Integration Design Jira Knowledge Management MES Systems Markdown Process Flows Process Optimization Project Management Python REST APIs Requirements Gathering System Architecture Technical Consultation Technical Documentation Technical Leadership Technical Writing Training & Development
Designed and implemented a comprehensive Technical Writing system handling complex manufacturing execution concepts, reducing implementation times by 40% and support tickets by 60% through sophisticated information architecture and integration pattern documentation.
Confluence Domain-Driven Design ERP Integration Enterprise Software Git Industrial Automation Information Architecture Integration Design Knowledge Management Markdown Process Flows Process Optimization REST APIs System Architecture Technical Diagrams Technical Documentation
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Full Stack Industrial IoT Platform Developmer
Remote
May 2018 - Nov 2018
founding
Led end-to-end development of an innovative industrial IoT platform bridging OPC UA systems with modern web technologies. Architected and implemented high-performance async Python backend handling thousands of concurrent data points, paired with real-time Vue.js frontend visualization. Demonstrated technical leadership across full stack while tackling complex domain-specific challenges in industrial automation.
API Design Component Architecture Docker Full-Stack Engineering GraphQL Graphene Industrial Automation Industrial IoT Industrial UI Design Integration Design OPC UA Performance Optimization Protocol Design Python Real-time Systems System Architecture Technical Leadership Vue.js Vuex WebSocket aiohttp anytree asyncio pytest
Related Projects 2
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Industrial IoT Gateway with Real-Time OPC UA Integration
Apr 2020 - Apr 2020
software
High-performance async Python server enabling real-time industrial equipment monitoring through modern web interfaces, handling thousands of concurrent data points with sub-50ms latency
API Design Docker GraphQL Graphene Industrial Automation Industrial IoT Integration Design OPC UA Performance Optimization Python Real-time Systems System Architecture WebSocket aiohttp anytree asyncio pytest
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MESXpert Web: Real-Time Industrial IoT Frontend
Apr 2020 - Apr 2020
software
Modern Vue.js frontend for manufacturing execution systems featuring real-time WebSocket data streaming, recursive component architecture, and industrial-grade reliability
Component Architecture GraphQL Industrial Protocols Industrial UI Design JavaScript OPC UA Performance Optimization Protocol Design State Management System Architecture Vue.js Vuex WebSocket
Operations Manager
StoryWood Bowties • Remote
Nov 2017 - Jul 2018
employment
Led complete operational transformation of artisanal fashion accessories company, scaling revenue 20x through systematic improvements across manufacturing, digital, and sales operations. Implemented lean manufacturing principles while building robust e-commerce and marketing infrastructure. Designed and launched over 150 products while managing all aspects of business operations including finance, technology, and team development.
Business Development CorelDraw Customer Service Digital Marketing Digital Transformation E-commerce Optimization Facebook Ads Financial Management Google Ads Google Analytics Illustrator Industrial Automation Inventory Control MyWorks Photoshop Process Optimization Product Design Project Management Quality Control QuickBooks RDWorks Sales Management Supply Chain Management Technical Leadership WooCommerce WordPress
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Co-Founder & Technical Lead
Compassionote • Remote
May 2016 - Sep 2016
founding
Led technical development and architecture of an innovative contact enrichment platform focused on automated life event notifications. Designed and implemented a Django-based system with sophisticated data privacy controls and API integrations. Balanced technical leadership with business strategy while managing stakeholder relationships and market validation efforts.
API Design Bootstrap Business Development Customer Discovery Database Design Django Pipl Search API Project Management Python SQLite Security Implementation Strategic Planning System Architecture Technical Leadership django-guardian jQuery
Django-based contact management system with automated profile enrichment via Pipl API, featuring probabilistic matching and granular permissions for sensitive data protection
API Design Bootstrap Data Processing Database Design Django Error Handling Permission Systems Pipl Search API Python SQLite Security Implementation System Architecture django-guardian jQuery
IT Production Manager & Digital Manufacturing Leader
EnovaPremier • Remote
Jan 2016 - Jan 2019
employment
Led comprehensive digital transformation across four manufacturing plants while managing mission-critical MES, ERP, and automation systems supporting $100M+ production operations. Architected innovative industrial automation platform combining real-time equipment integration with modern web technologies. Built and developed high-performing technical team while establishing IT as strategic partner to manufacturing operations.
Allen Bradley PLCs Change Management Cross-functional Collaboration Digital Transformation Docker Hasura GraphQL Industrial Automation KepServer MQTT Mitsubishi PLCs MySQL NGINX OPC UA PostgreSQL Process Optimization Project Management Python REST APIs SQL Server Siemens PLCs Strategic Planning SymmetricDS System Architecture Technical Leadership Technical Training Vue.js WebSocket
Related Projects 2
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Industrial IoT Integration Framework
Apr 2020 - Apr 2020
software
Designed and implemented a scalable Python framework for integrating diverse manufacturing equipment using OPC UA, enabling real-time monitoring and process control across multiple facilities
Industrial Automation Integration Design MySQL OPC UA Performance Optimization Protocol Design Python REST APIs Real-time Systems SQL Server System Architecture Technical Leadership YAML asyncio
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Zero-Backend Industrial Automation Platform
Jan 2017 - Dec 2018
software
Architected and deployed a modern manufacturing integration platform that eliminates custom backend development by combining real-time PLC data streams, legacy database synchronization, and automatic API generation
Allen Bradley PLCs Docker Hasura GraphQL Industrial Automation Infrastructure Design KepServer Legacy System Modernization MQTT Mitsubishi PLCs NGINX OPC UA PostgreSQL Real-time Systems Siemens PLCs SymmetricDS System Architecture Team Training Technical Leadership Vue.js WebSocket
IT Production Manager & Manufacturing Systems Leader
EnovaPremier • Remote
Jan 2016 - Dec 2018
employment
Led end-to-end transformation of manufacturing IT systems across 4 plants and 7 production lines, reducing downtime by 70% while establishing the company's first software development organization. Architected and implemented modern manufacturing systems infrastructure combining custom applications with enterprise MES solutions. Built and mentored high-performing technical teams while driving cross-functional collaboration across all organizational levels.
CSS Change Management Cross-functional Collaboration ERP Systems Git HTML Industrial Automation JavaScript Knowledge Management MES Systems OPC UA Process Optimization Production Support Project Management Python REST APIs SQL System Architecture Technical Documentation Technical Leadership Technical Mentorship Virtualization Vue.js
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Chief Technology Officer & Technical Co-Founder
GENI • Remote
May 2011 - Jan 2016
founding
Led technical strategy and product development for early-stage building automation startup, managing development of integrated hardware/software control systems. Drove end-to-end business operations including infrastructure, sales engineering, and implementation projects. Established technical architecture and processes while maintaining hands-on involvement in development and customer deployments.
Building Automation Systems Business Development Customer Relations Hardware Design Infrastructure Management Networking Product Development Project Management SQL Sales Engineering Startup Operations Strategic Planning System Architecture Technical Documentation Technical Leadership Web Development
LTS Representative & Product Specialist
GE Intelligent Platforms • Remote
May 2010 - Mar 2013
employment
Implemented and managed GE's comprehensive Long Term Support program, managing $5M inventory and pioneering extended lifecycle support for embedded systems customers.
Co-founded mobile food service venture bringing gourmet cuisine to local communities. Served as primary investor and business partner, providing startup capital and overseeing business development while navigating regulatory requirements.
Brand Development Business Development Equipment Procurement Marketing Mobile Operations Partnership Management Regulatory Compliance
Hardware Support Engineer
GE Intelligent Platforms • Remote
May 2007 - May 2010
employment
Provided comprehensive technical support for GE's portfolio of single board computers and I/O products, ensuring timely resolution of complex technical issues across hundreds of embedded systems products.
CompactPCI Cross-functional Collaboration Customer Technical Support Hardware Design Hardware Troubleshooting Product Support Quality Improvement VME
Hardware Design Engineer
GE Intelligent Platforms • Remote
May 2005 - May 2007
employment
Designed and developed embedded computing solutions for mission-critical applications, working with industry-standard form factors including VME and CompactPCI for military, aerospace, and industrial customers.
AdvancedTCA Agile PLM CompactPCI Hardware Design Mentor Graphics MicroTCA Pentium M SATA VME
