Biotech Solutions. MLE.
SmartInsights
Architecting precision biotech frameworks that leverage AI (ML), Computer Vision, and multi-omic data integration amongst many other biotech solutions, for multilayered disease profiling—delivering customized solutions that enhance clinical diagnostics, strengthen patient autonomy, and empower decision-making by HCLS institution leaders.
"I believe biotech and healthcare should put people first—using technology not to replace human care, but to deepen it".
My daily work combines personalized medicine, machine learning, "Panomics", computer vision, and AI to restore the essence of the doctor–patient relationship while delivering precise, evidence‒based, and affordable care. Trained in Medicine and Systems Informatics, I began by supporting health and life sciences startups, discovering the transformative power of AI (ML) in real-world healthcare.
Today, I use the latest tech advances to translate cutting-edge technologies into practical, explainable tools that physicians and health institutions can apply every day. I design end-to-end health AI systems that deliver live, holistic insights, give physicians & patients control and a 360º view of their data, and help organizations evolve into true hubs of innovation. My approach is pragmatic and data-driven: prevent early, diagnose better, and empower both sides of care.
As an independent consultant, I operate on the intersection of biotechnology, AI, Data governance and strategy and precision medicine, guiding government and health organizations in transforming fragmented data sources into coherent, decision-ready “gold” layers that drive measurable improvements in population health. As Scientific & Data Officer at Origen Biotech Corp.'s Genetics division, I specialize in integrating genomics, epigenetics, and clinical features using machine learning to enable predictive, precision medicine through advanced whole-genome sequencing (WGS) analysis. Our solution combines deep bioinformatics expertise with domain-specific knowledge across different HCLS domains, plus strategic partnerships for specialized biomarker measurement. I deploy machine learning models that generate predictive outputs for each scientific field, continuously validated by our multidisciplinary scientific committee and updated* with emerging evidence from non-coding genome regions, as well as from spatially resolved transcriptomic technologies that integrate molecular readouts with tissue architecture and imaging, enabling the discovery of region-specific biomarker patterns that bulk approaches typically miss. Through our alliance, amongst others, with a leading cloud Company (where I'm the Product Owner of the HCLS line) we are developing intelligent, holistic solutions—including a proprietary precision medicine platform that delivers personalized recommendations based on individual genetic profiles, that identifies multiple aging subtypes to enable personalized longevity interventions targeting specific frailty phenotypes—. Our intelligent, domain-based, scientific *crawler continuously updates our genetic “Knowlake” with certified, peer-reviewed research, ensuring clients have instant access to the latest scientific insights on previously unexplored genomic territories, and a service for scientific investigation.
Holder of a U.S. Bachelor of Science in Medicine, validated as equivalent to EQF Level 7 in the European Qualifications Framework, with credentials evaluated under AACRAO and USCIS (Department of Homeland Security) standards, a certified ML Engineer and member of IAAA, LatinXAI, and the Spanish Society of Genetics, I work globally, consulting speaking, and building solutions that bring my vision of truly human-centered healthcare to life. A lifelong interest in music, inspired me to help nurture Meloom, a company to take music learning to a higher level, help improving health and wellbeing.