Project by:
Samantha Müller
15 yo, Germany
Graduation year: 2027
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About
Samantha Müller is a 15-year-old student from Germany with a keen interest in artificial intelligence and its transformative impact on industries. Driven by curiosity about how AI is reshaping the labor market, Samantha recently completed a project exploring its role in marketing and data-driven industries. She is passionate about understanding how emerging technologies can revolutionize workflows, create opportunities, and challenge traditional career landscapes. Beyond her academic pursuits, Samantha enjoys sketching futuristic designs, cycling through scenic trails, and immersing herself in German literature.
Mentor's Feedback

Ankita B.
Head of Customer Experience

PROJECT DETAILS
This research-focused project examines how artificial intelligence (AI) is transforming the labor market in marketing and data-driven sectors. The primary objective is to explore emerging roles, skills, and workforce adaptations necessitated by AI technologies. Through qualitative and quantitative analysis, the study investigates whether AI acts as a complement or substitute for human labor and forecasts its broader implications on employment and productivity.
PROJECT GOAL
Using accessible tools like basic AI exploration frameworks and industry-specific data analysis, this project aims to understand workforce transitions and innovations in marketing and data-focused businesses. Key areas explored include AI's role in automating routine tasks, enhancing data-driven decision-making, and creating demand for new competencies in the age of digital transformation.
CONCLUSION
The analysis culminated in a comprehensive article suitable for publication, providing actionable insights into how organizations can strategically align workforce development with AI advancements. This piece of work work showcases deep exploration about contemporary challenges at the intersection of technology, business, and innovation.

Ankita B.
VisionnaireX Mentor | Head of Customer Experience |
Program Leader ex-Zomato
Latvia | Cyprus
Student's Feedback
My mentor showed lot of passion for emerging technologies and she guided me to push my limits. Her guidance deepened my understanding of AI's role in the labor market and also inspired me to think critically about the future of data-driven industries. I’m truly grateful for her encouragement and expertise, which have shaped my market research capability and have ignited my passion for Human Resource Management degree track, especially around Employee Experiences. - Samantha