Ph.D.
Physics-inspired AI · Earth Observation · Algorithm Design for Complex Systems
Designing new AI algorithms using physics and mathematical modelling — for science, environment, and financial systems.
María Fernanda González is a physicist, civil engineer, and oceanographer whose trajectory bridges the hard sciences, computation, and the entrepreneurial frontier. From the equations of fluid dynamics and Bohmian mechanics to the algorithms of machine learning and Earth observation satellites, her work has always been animated by one question: How do we make the invisible legible?
Her formation spans Universidad de los Andes in Colombia, the Almirante Padilla Naval School, the International Center for Numerical Methods in Engineering (CIMNE/UPC) and the University of Barcelona — where she pursued advanced studies in numerical methods and computational modeling — followed by IESE Business School, the U.S. Department of State International Visitor Leadership Program (IVLP), and ESADE.
A physicist and numerical modeler by formation, a deep-tech founder and author by vocation, and a mentor and global citizen by conviction — she designs systems that see the Earth more clearly and that help humanity act more wisely within it. Her work inhabits the space where science becomes technology, and technology becomes planetary responsibility.
She holds a Ph.D. scholarship and has been recognized by the World Economic Forum, the U.S. Government, ESADE, and international innovation programs across Asia, Europe, and the Americas. Under her literary name María Fernanda Márquez Pardo, she also writes at the intersection of science, ancestral knowledge, memory, and human reconstruction.
Her scientific practice is rooted in quantum physics and Bohmian mechanics — interpretations of reality in which hidden variables and nonlocal dynamics play a constitutive role. This philosophical and mathematical sensibility pervades her work in numerical methods, computational fluid dynamics, Earth system modeling, and the design of AI architectures that are structurally aware of the living system they seek to understand.
As a founder and technologist, María Fernanda has built companies and platforms at the intersection of space technology, artificial intelligence, and planetary sustainability. Each venture addresses a specific gap in how humanity monitors, understands, and makes decisions about the living Earth.
Beyond building companies, María Fernanda advises institutions, investors and governments on decisions that sit at the intersection of science, technology and planetary risk — bringing the same scientific rigor she applies to her own ventures to the questions her clients cannot afford to get wrong.
Advising organizations and institutions on responsible AI adoption, governance frameworks, and quantum-inspired algorithmic strategy grounded in scientific rigor.
Satellite-based intelligence and geospatial analysis to inform land-use, conservation, and territorial planning decisions.
Independent technical and scientific due diligence for investors and institutions evaluating deep-tech, climate-tech, and AI ventures.
Quantification and monitoring of natural capital, carbon, and biodiversity assets to support climate risk and ESG decision-making.
Essential AI is a paradigm that moves beyond fragmented, extractive intelligence systems toward integrated architectures for governance, memory, and planetary continuity. It draws on ancestral knowledge systems, Earth observation data, and quantum-inspired methods to propose a new foundation for institutional decision-making at civilizational scale.
"Intelligence that cannot remember the Earth cannot protect it."
"How can physics help us design fundamentally new Artificial Intelligence algorithms to understand complex systems?"
Long-term research question · María Fernanda González Ph.D.Under her literary name, she writes at the intersection of science, memory, ancestral knowledge, and human reconstruction. Her books and essays are acts of translation — between the quantitative and the qualitative, the ancient and the emergent, the personal and the planetary.
María Fernanda speaks to global audiences on the frontiers of intelligence, technology, and planetary health — from World Economic Forum stages to academic institutions, corporate boardrooms, and policy summits.
Available for speaking engagements globally. For keynotes, media, and institutional events.
Invite to SpeakSelected essays on data, technology and planetary intelligence, published on LinkedIn.
Supporting deep-tech founders with strategic guidance, technology validation, and science-to-market translation across optics, AI, geospatial, and space sectors.
Mentor, advisor, and program champion for Technovation — a global technology entrepreneurship program that empowers girls to become technology innovators and leaders. Committed to expanding access to STEM, AI, and entrepreneurship for the next generation.
Active volunteer through Rotary International and the Scout movement, with programs focused on youth leadership, service and values, women in STEM, and community impact. Committed to building human and social capital alongside technological progress.
Full bibliography available on request.
Press kit & speaker reel available on request.