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From Non-Technical Professional to Building Agentic AI Solutions

Picture of Evgeniya Romanenko

Evgeniya Romanenko

7+ years of experience

Picture of Senior Expert CPM Operational Controlling Analytics & Reporting

Senior Expert CPM Operational Controlling Analytics & Reporting

Uniper

Picture of Senior Expert CPM Operational Controlling Analytics & Reporting

Senior Expert CPM Operational Controlling Analytics & Reporting

Uniper

Introduction

My name is Evgeniya Romanenko, and I’m based in Germany, where I work in CPM operational controlling. Although my professional background is not in software engineering or IT, I have always been curious about emerging technologies. I began exploring AI independently and completed AI-related programs, eventually becoming a certified AI Manager. This interest motivated me to deepen my technical understanding and explore how AI can be applied to real-world business processes.

Reason to Upskill

After completing programs focused on AI concepts, agent creation, and Microsoft Copilot, I wanted to gain a more technical understanding of AI. My goal was to move beyond theory and learn how to build AI-powered solutions, understand orchestration, and create multi-agent systems. I was particularly interested in developing practical skills that I could apply in my role, despite not having an engineering background. I also needed a flexible program that would allow me to balance learning with my professional responsibilities.

Choosing Simplilearn

I explored some of the best AI programs using Claude and compared their curricula, structures, and learning outcomes. Simplilearn’s Applied Agentic AI program in collaboration with Microsoft stood out because it offered the technical depth I was looking for in an accessible learning format. The Microsoft collaboration was also relevant to my workplace, where we use Microsoft technologies extensively. After speaking with a program advisor and learning more about the curriculum and program structure, I felt confident that it aligned with my learning goals.

Experience with the Program

My experience with Simplilearn was engaging and enjoyable. Although I initially wondered whether the technical content might be challenging without an engineering background, instructor Alok explained complex concepts in a clear and easy-to-understand way. I appreciated the live sessions, where learners could ask questions and interact directly with the instructor, as well as the well-structured learning materials.

The hands-on projects were particularly valuable because they allowed me to apply concepts and work on real-world AI solutions rather than focusing only on theory. I also enjoyed the collaborative learning environment and the opportunity to learn from other curious and motivated participants. The best thing was the flexibility to attend sessions and dedicate time to learning on weekends, which made it easier to manage the program alongside my work. The support from my program advisor was also helpful whenever I had questions about sessions, access, or scheduling.

Applied Agentic AI: Systems, Design & Impact
Develop expertise in agentic frameworks, multi-agent systems, RAG, MCP, planning systems, workflow automation, and more

Impact

The program has strengthened my understanding of Agentic AI, including how agents work, how orchestration is managed, and the importance of tools, security, and multi-agent systems. I have already built two to three AI agents for my team and presented an end-to-end AI-powered solution to a wider audience within my company. I am now actively identifying opportunities to introduce more AI use cases into our processes and encourage my colleagues to explore these technologies.

The program has also helped me demonstrate that building AI solutions does not necessarily require a traditional technical background, provided you develop the right foundational knowledge and remain curious. My team lead is aware of my interest in AI and my willingness to take on related initiatives, and I may have opportunities to contribute to or lead future AI projects. As I continue to develop my skills, I look forward to building more solutions, sharing my knowledge, and supporting AI adoption within my organization. My advice to other professionals is to stay curious, invest in continuous learning, and remain open to exploring new fields as technology evolves.

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