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Bilal Mansoor

@bilalmansoor

AI evaluator and creative technology practitioner using generative AI to assess outputs for accuracy, instruction-following, and cultural fit.

Germany

Message

Since 2023, I’ve used multiple generative AI systems for research, analysis, and creative projects, comparing outputs for accuracy, completeness, reasoning quality, and adherence to instructions. I check claims against sources and assess German and English responses for natural language, tone, and cultural appropriateness.

As an independent concept developer and creative producer, I take projects from research and ideation through planning and execution. My work also draws on more than 10 years in hospitality, festivals, and live events, where I handled operational responsibilities under time pressure.

Experience

Work history, roles, and key accomplishments

Current

Independent AI and Creative Technology Practitioner

Current

Self Employed

Jan 2023 - Present (3 years 9 months)

Use multiple generative AI systems for research, analysis, brainstorming, writing, business development, and creative projects. Compare and assess outputs from different AI models for accuracy, relevance, completeness, reasoning quality, and adherence to instructions.

Generative AI AI Output Evaluation Comparative Analysis Prompt Engineering Fact Checking Research Quality Control

Current

Independent Concept Developer and Creative Producer

Current

Self Employed

Jan 2018 - Present (8 years 9 months)

Develop and execute independent concepts across digital media, music, events, food, creative technology, and entrepreneurial projects. Manage projects independently from research and ideation through planning, resource allocation, development, and execution.

Project Management Research AI Assisted Workflows Creative Development Digital Media

Current

Operations Lead and Event Specialist

Current

Various Event Venues

Jan 2012 - Present (14 years 9 months)

Worked in high-pressure hospitality, festival, and live-event environments requiring sustained attention, accuracy, and rapid decision-making. Took independent responsibility for operational tasks and coordinated with diverse international teams using English and German.

Operations Management Event Coordination Cash Control Inventory Management Health and Safety Team Coordination Problem Solving