AI automation strategist and systems architect helping organizations eliminate operational bottlenecks and scale through intelligent automation. I design and implement systems that transform how businesses operate—not just what they build.

My approach combines deep technical expertise with strategic business thinking. I specialize in architecting intelligent systems that eliminate dependencies, reduce operational overhead, and create sustainable competitive advantages. For me, solving complex business challenges through automation isn’t just technical work—it’s about fundamentally transforming how organizations operate and scale.

Curious about how I can help transform your operations? See my Strategic Services.

Getting to Know Me

Hey there! I'm Edwin, and I've been architecting business systems for over 15 years. What started as curiosity in 2005 has evolved into deep expertise in organizational transformation through AI automation and intelligent system design.

I work with modern tech stacks—Django, Python, AI/ML frameworks—but my real passion lies in understanding how businesses operate and designing systems that eliminate inefficiencies, reduce manual dependencies, and create scalable operational frameworks.

Since diving deep into AI development in 2022, I approach each engagement as a strategic mission to fundamentally transform how organizations work, not just what technology they use.

Experienced Integrator

• Google: Vertex, Workspace, Cloud, Agent Development Kit
• Microsoft: Teams App Store, Azure, Model Garden, Azure AI Foundry
• Slack: App Store (single & multi-tenant apps)
• SalesForce: AgentForce integrations
• Custom: Python, LangChain, Pydantic, Google-ADK, N8N, Make and more.

Career Journey

2005

First Website

Built my first website, marking the beginning of my journey in web development

2008

Business Systems Consultant

Started professional consulting in business system optimization with WordPress, Drupal, and Joomla

2015-2016

Operational Framework Design

Embraced modern frameworks and methodologies, transitioning to systematic business process optimization

2016-2018

Systems Architecture Strategy

Focused on enterprise-level systems thinking, organizational design, and scalable business architecture

2018

Operational Excellence

Specialized in backend systems optimization and organizational process automation

2018-2020

End-to-End Business Transformation

Expanded to comprehensive organizational transformation, mastering both strategic and operational optimization

2022

AI-Driven Organizational Design

Pioneered AI-powered business transformation, revolutionizing how organizations operate and scale

2023-Present

Strategic AI Transformation Consultant

Specialized in Large Language Models and intelligent automation for comprehensive organizational transformation

See real-world results in Projects or Contact me to start the conversation.