Ramsey Theory Group CEO Dan Herbatschek Launches Initiative to Train and Empower the Next Generation of AI Engineers

Dan Herbatschek spearheads program to teach young coders the math behind machine learning and real-world AI applications

NEW YORK, Sept. 18, 2025 /PRNewswire/ -- Dan Herbatschek, CEO of Ramsey Theory Group and its subsidiary Erdos Technologies, today announced a groundbreaking initiative to cultivate the next wave of artificial intelligence innovators by providing hands-on training and mentorship to students and young engineers.

Ramsey Theory Group, a diversified technology and digital services company, develops products and solutions across industries including healthcare, field service, entertainment, and automotive. Leveraging expertise in AI, software development, IT, and cybersecurity, the company is uniquely positioned to bridge the gap between coding talent and the advanced mathematical foundations required for machine learning.

While many students and young professionals are eager to code and explore AI, few come equipped with the rigorous mathematical training necessary to build production-grade machine learning systems. Dan Herbatschek emphasizes that real-world AI depends on a solid understanding of linear algebra, probability theory, and optimization—the foundations that allow engineers to design, analyze, and refine models.

Without this grounding, AI development faces real limitations:

• Linear algebra gaps lead to inefficient or unstable neural networks, since matrix operations drive how models represent and transform data.
• Weak probability skills result in systems that misjudge uncertainty, producing unreliable predictions in areas like medical diagnostics or risk assessment.
• Shallow knowledge of optimization can cause training failures, where models get stuck, fail to converge, or overfit badly—problems that make them unusable outside the lab.

Beyond the math, engineers must also contend with challenges such as messy data, generalization to real-world conditions, computational constraints, and ethical concerns around bias and fairness. Herbatschek's initiative recognizes that coding ability alone is not enough—it pairs mathematical training with hands-on experience to produce AI engineers who can meet these challenges head-on.

"AI isn't magic—it's math in action," said Dan Herbatschek. "As CEO of Ramsey Theory Group, I believe that by teaching students linear algebra, probability, and optimization in the context of real applications, and showing them the pitfalls of trying to build without it, we prepare them to engineer systems that are both technically sound and impactful in the real world."

This program reflects Ramsey Theory Group's broader mission: fostering innovation and creating sustainable, business-ready technologies that drive digital transformation across industries.

About Ramsey Theory Group
Ramsey Theory Group is a diversified technology and digital services company led by CEO Dan Herbatschek. Through its constituent holdings, including Erdos Technologies, the company develops AI-driven products and solutions across healthcare, field service, entertainment, and automotive. Under Herbatschek's leadership, the firm combines expertise in AI, software development, IT, and cybersecurity to create technologies that are both mathematically rigorous and commercially viable. For more information about Ramsey Theory Group and its training opportunities, visit https://www.ramseytheory.com/

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SOURCE Ramsey Theory Group