Freelancing in Digital Twins & AI
Transformations through
digital innovation
SKILLS
WHAT I DO
Leverage points
I design and implement computational models in order to yield actionable insights. One of my foremost activities is identifying leverage points and designing intervention strategies across a variety of applications, including biomedical, logistics, organizational, psychosocial, and engineering fields. I have ample experience working with various disciplines and stakeholders to create models that are meaningful and reliable.
Advanced data analysis
I specialize in developing and applying cutting-edge statistical methods to uncover complex patterns and relationships in data. My focus is on innovative approaches that go beyond standard techniques, particularly in situations where traditional methods fall short. I create custom analytical solutions for challenging, non-standard problems that require a deep understanding of statistics and the domain.
Optimization & automation
Designing new systems or processes and improving existing solutions by developing custom, automated optimization algorithms is one of my key strengths. These systems can be network topologies, engineering designs, interdependent processes, logistics & supply chain, spatial configurations, and many other.
Machine learning & AI
No one can ignore the recent advances in generative AI. In five to ten years from now, the world will be a different place. I am currently exploring the development of generative AI solutions for tasks such as model development, which has hardly been able to profit from AI advances so far.