Marcio Faerman, PhD

Weaving new possibilities across cultures, disciplines, and technologies

Innovation Bridge-Builder | AI, Data Science & HPC | From Seismic Simulations to Customer Journey Intelligence | Turning Complex Systems into Value

Data Scientist, Machine Learning Engineer, and PhD (UC San Diego) with extensive experience turning complex data into actionable insight across Finance, Manufacturing, e-Commerce, Oil & Gas, Telecommunications, Health, and Science.

Career highlights include uncovering an estimated $3M in potential annual operational savings through rigorous analysis of customer service operations at a major financial institution, managing one of the largest earthquake simulations of its time (100+ TB, 30 experts, 8 organizations), and pioneering a statewide cloud-based chatbot serving 200,000+ job seekers.

With a foundation spanning AI, High Performance Computing, Explainable ML, Semantic Ontologies, and Stochastic Modeling — and 25+ peer-reviewed publications in venues including IEEE, ACM, and Geophysical Research Letters — he brings both technical depth and cross-disciplinary fluency to every challenge.

At Subtleweave.AI, he explores how diverse perspectives, ideas, and knowledge — across cultures, disciplines, technologies, and lived experience — can be woven together to spark innovation and build on meaningful connection.