I work at the intersection of multilingual operations, AI-supported workflows, content safety, evaluation systems, and structured execution.

I do not position myself as a traditional software engineer.
My strength is understanding how systems should work, what needs to be built, where each part belongs, which requirements matter, and how AI tools can be guided to turn ideas into structured outcomes.

I am especially interested in:

• AI workflow orchestration
• multilingual operations and localization
• content safety, ranking, and quality review
• prompt design and task structuring
• human-in-the-loop systems
• agentic workflows
• vibe-coding management

• AI workflow orchestration
• Multilingual operations
• Localization workflows
• Content safety & ranking
• Evaluation and quality review
• Prompt design
• Agentic workflows
• Human-in-the-loop systems
• Execution planning
• AI-assisted product direction

I am currently exploring:

• AI-native operations
• agentic systems
• practical workflow automation
• multilingual QA flows
• evaluation infrastructure
• AI-assisted execution systems
• operational design for digital products

• English
• Norwegian
• Turkish
• Swedish
• Arabic
• Kurdish
• Swiss German

• I turn unclear ideas into structured workflows
• I break complex tasks into executable steps
• I know where AI is useful, where human judgment is necessary, and how both should work together
• I focus on clarity, consistency, practical output, and quality
• I enjoy building direction, not just output

This GitHub is where I document and organize:

• AI-assisted workflow thinking
• multilingual execution and evaluation
• content safety and ranking interests
• agentic systems exploration
• practical experiments around AI-enabled work