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Doroteya Staykova

Senior Data Expert & Co-founder

Multicore Dynamics Ltd

Plovdiv, Bulgaria

1 profile visit

My organisation

Multicore Dynamics Ltd

Multicore Dynamics Ltd

Start-up

New Milton, United Kingdom

Company Description – Multicore Dynamics Ltd Multicore Dynamics Ltd is a specialized data science company operating at the intersection of healthcare, multi-omics research, and advanced data integration. We empower research institutions and healthcare innovators by transforming complex, heterogeneous datasets into actionable insights that accelerate diagnostics, patient monitoring, and therapeutic discovery.  Our expertise lies in integrating diverse biological and clinical data sources, including those from cutting-edge organ-on-chip models, and delivering customized solutions for end-to-end data interpretation. From bespoke pipeline architecture to biomarker-driven analysis, machine learning model development, and optimization for high-performance computing, Multicore Dynamics is a trusted partner for institutions facing high-throughput, high-complexity data challenges.  At the core of Multicore Dynamics beating heart, lies a deep understanding of mathematics and a drive to simplify complexity. We develop novel, often disruptive, analytical methods to bridge the widening gap between data generation and interpretation—especially in omics-heavy research environments. Whether the goal is to discover new biomarkers, uncover hidden patterns, or streamline large-scale data integration, our approach is rigorous, innovative, and collaborative.  Core Services:  ·         Multi-omics and phenotypic data integration ·         Functional and molecular readout analysis (e.g., organ-on-chip models)  ·         Custom pipeline development and process architecture  ·         Machine learning model design for predictive and analytical tasks  ·         Consultancy for analytical design, data preparation, and visualization  ·         High-performance computing integration  Target Clients:  ·         Translational research centers  ·         Medical and academic research institutions  ·         Organ-on-chip technology developers  ·         Biotech and health data organizations  Key Collaborations & Achievements:  Multicore Dynamics is currently involved in multiple high-impact collaborative research projects, including:  ·         Heart-on-a-chip data integration and visualization, in partnership with Applied Stem Cell Technologies (AST) and the TechMed Centre, University of Twente, focusing on multi-omics and functional readouts.  ·         Metabolomics and deep phenotypic integration to enhance diagnostics of metabolic disorders, in collaboration with Wilhelmina Children’s Hospital and University Medical Center Utrecht.  Previous collaborations include data integration and visualization projects with University Hospital Southampton, Amsterdam UMC, Wilhelmina Children’s Hospital, and Radboudumc, Nijmegen, where we supported bespoke pipeline development, hypothesis generation through visualization, and advanced analytics including Topological Data Analysis. Business Goals:  We are actively seeking strategic partnerships and opportunities to contribute to collaborative research projects—particularly those focused on advancing diagnostics and translational medicine through data-driven innovation.
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