Professional Overview
I help businesses turn operational problems into practical AI and automation solutions. I lead discovery and solution design using AUREN CIVRA, my governed professional AI framework, to support workflow analysis, requirements, integrations and client discussions, while human technical expertise and decision-making remain central.
Experience
AI Expertise
Skills
Employment Type
Description of Responsibilities
- Design governed AI systems with structured behavioral and safety controls
- Develop and refine LLM runtimes for specialized conversational applications
- Test AI responses across models using scenarios, rubrics, and human evaluati
- Analyze workflows to identify where AI, automation, or human judgment fits b
- Translate business needs into practical AI concepts, workflows, and implemen
Key Achievements / KPIs
- Developed 2 governed AI frameworks for specialized conversational applicatio
- Designed a 4-way evaluation model: standard LLM, AUREN, VERA & human expert
- Built a structured testing framework targeting ~300 governed-AI evaluations
AI Expertise
Skills
Employment Type
Description of Responsibilities
- Design governed AI systems with structured behavioral and safety controls
- Develop and refine LLM runtimes for specialized conversational applications
- Test AI responses across models using scenarios, rubrics, and human evaluati
- Analyze workflows to identify where AI, automation, or human judgment fits b
- Translate business needs into practical AI concepts, workflows, and implemen
Key Achievements / KPIs
- Developed 2 governed AI frameworks for specialized conversational applicatio
- Designed a 4-way evaluation model: standard LLM, AUREN, VERA & human expert
- Built a structured testing framework targeting ~300 governed-AI evaluations
Education
Field of Study: Education
Field of Study: Educational Technology
Field of Study: Documentary Film
Areas of Expertise
AI Product & Strategy
Translate AI capabilities into product roadmaps, define success metrics, and drive adoption across engineering and business teams.
Automation & AI Workflows
Build intelligent automation pipelines, integrate AI APIs into existing tools, and replace manual workflows with agentic AI systems.
AI Business, Marketing & Strategy
Apply AI to marketing automation, content generation, customer segmentation, and revenue growth strategies.
