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AI Agent Campfire

About

Background, expertise, and what I bring to AI-driven products.

I am a multidisciplinary technology professional with a background spanning software engineering, full-stack development, UX, product design, Agile delivery and product management.

Over the course of my career, I have progressively moved closer to the intersection of technology, people and business — from building software, to designing experiences, to defining products and solving business problems.

Today, I am extending that experience into AI and agentic systems.

My focus is on identifying meaningful problems, understanding where AI can create value, designing the right experience and architecture, and building solutions that can move from an idea to a working system.


I combine five complementary lenses that most professionals rarely accumulate together:

TECHNOLOGY

How things are built

Software engineering and full-stack development experience with a practical understanding of how digital products are designed, built, integrated and delivered.

EXPERIENCE

What is worth building

Experience translating problems and opportunities into product concepts, priorities, requirements and measurable outcomes.

UX

How people perceive it

UX research, interaction design, and human-centered thinking. Technology only matters if people can understand it, trust it, and use it confidently.

LEADERSHIP

How teams deliver it

Agile delivery, cross-functional alignment, stakeholder management, and mentoring. Great products require great coordination.

AI & AGENTS

Where intelligence adds leverage

LLM APIs, RAG systems (ChromaDB + Ollama embeddings), agent frameworks (Claude Agent SDK, LangGraph, CrewAI), evaluation harnesses and observability (Langfuse). I build systems that don’t just respond — they reason, use tools and act.

WHAT’S NEXT

AI Solution Engineer

Currently seeking AI Solution Engineer roles where I can build and ship LLM-powered systems on a product or platform team — combining production engineering depth, UX thinking and business framing.


My work today centers on AI-powered agentic systems — designing workflows where AI agents can reason, use tools, coordinate tasks, and produce measurable outcomes while humans remain in the loop for supervision and judgment.

Agentic AI ArchitectureAI Product StrategyAgent OrchestrationHuman-AI CollaborationAI Evaluation & SafetyResponsible AIAI-powered UXLLM Application Design

I’m interested in opportunities where technology, product, business value, and AI come together — from building new products to advising on AI strategy.