Currently, I am working at Recog Analytics where I serve as Data Scientist and Quality Manager. In this role, I oversee the implementation of Regulatory Requirements, such as ISO 27001 and the High category of the National Security Framework (ENS). Additionally, as Data Scientist, I lead Research and Development (R&D) projects, integrating multidisciplinary teams to achieve our strategic objectives. I am dedicated to operational excellence and the fulfillment of the highest quality standards in all aspects of my work.At FlowReserve Labs I worked on computational fluid dynamics for the development and optimal implementation of coronary stents. I also work as Data Scientist, analyzing and developing models from (big) data. Apart from my technical responsibilities, I also engage in the preparation of technical justifications for projects. Additionally, I have undergone training in Business Impact, further enhancing my skill set and understanding of how our projects and initiatives can influence the overall business outcomes.Before joining the company, I did my PhD in applied mathematics at the Spanish National Research Council (CSIC). During this, I worked on modelling and numerical simulation - in particular ODEs - where I developed several tools to ensure optimal calibration. In addition, I worked on European projects, where I calibrated cancer models from experimental data, simulated them and then performed the uncertainty quantification. In the last months of my PhD, I have been involved in the development of methods to discover interpretable dynamic models from data, known as Universal Differential Equations.
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Pmo And QaRecog AnalyticsVigo, Ga, Es -
Research And Development Project ManagerRecog Analytics Feb 2024 - Present- R&D of Data Science projects and LLM.- Quality Manager: definition and implementation of regulatory requirements. -
Investigador AsociadoUniversidade De Vigo Sep 2021 - PresentVigo, Galicia / Galiza, EspañaResearcher in the project "Identification and Analysis of Dynamic Systems: Computational Methodologies and Applications in Microbiology and Immunology." -
Project ManagerFlowreserve Labs May 2023 - Apr 2024Santiago De Compostela, Galicia, Spain- Computational Fluid Dynamics (CFD) and Finite Element Analysis (FEA) using STAR-CCM+.- Optimizing stent design and placement for safe, effective, and patient-specific solutions.- CAD design of coronary stents.- Data Scientist, I specialize in gathering data from numerical simulations, meticulously cleaning and transforming it to facilitate robust model construction.- Writing technical reports and scientific articles with precision and clarity.- Business Impact technician, I am responsible for the preparation of documentation and conducting meetings with prospective investors, ensuring a professional approach to our engagements.- ISO 13485 regulation and CE. -
Phd StudentSpanish Council For Scientific Research Mar 2020 - May 2023Pontevedra, Galicia, Spain- Proficient in Software Development for Computational Biology: I specialize in developing software tools primarily using Python and MATLAB.- Nonlinear Differential Equations and Control Systems Expertise: My work primarily revolves around handling highly nonlinear differential equations in the context of various biological models and control systems. This entails a deep understanding of complex mathematical concepts and their application in real-world biological processes.- Model Optimization with Mathematical Methods, such as metaheuristics.- Uncertainty Analysis for Model Predictions.- Research in Automated Model Equation Learning. My research delves into innovative methodologies for automating the learning of model equations from data. This includes leveraging neural networks and other machine learning techniques to improve the modeling process.- European-H2020 projects, where I played a significant role in calibrating tumor models and predicting potential treatment strategies. These projects have allowed me to apply my expertise to real-world challenges and contribute to cutting-edge research. -
Undergraduate Research FellowInstituto De Investigaciones Marinas - Csic Jun 2019 - Mar 2020Vigo, Galicia / Galiza, España- Development and implementation of sophisticated optimization algorithms, optimizing processes and systems for enhanced efficiency.- Simulation and modeling, utilizing data-driven insights to inform strategic decision-making and improve real-world outcomes. -
Student ResearcherAslogic May 2017 - Oct 2017Rubí- Designing cost optimization algorithms for logistics, addressing complex constraints like time windows, priority, and distance to enhance transport route efficiency.
Gemma Massonis Education Details
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Artificial Intelligence -
Mathematical Methods And Numerical Simulation In Engineering And Applied Science -
Máster En Matemática Industrial -
Mathematics
Frequently Asked Questions about Gemma Massonis
What company does Gemma Massonis work for?
Gemma Massonis works for Recog Analytics
What is Gemma Massonis's role at the current company?
Gemma Massonis's current role is PMO and QA.
What schools did Gemma Massonis attend?
Gemma Massonis attended Universidad Nacional De Educación A Distancia - U.n.e.d., Universidade De Vigo, Universidad Carlos Iii De Madrid, Universitat Autònoma De Barcelona.
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