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Sergio Ruiz-Carmona
I work as a Clinical Data Analyst, uncovering insights to drive informed decision-making.
Proficient in extracting EMR records using SQL, I specialize in analyzing and visualizing data using R and Power BI.
With a deep understanding of clinical data and a research background, I bring a unique perspective to optimizing healthcare outcomes.
Selected Education
PhD in Biomedicine
Universitat de Barcelona
Barcelona, ES
2017 - 2012
- Virtual Screening for novel MoA: Apps. and method developments
- Development and application of structure-based drug discovery methods
- Awards: Extraordinary prize for PhD Thesis and Ramon Margalef award for best publication
Work History
Clinical Data Analyst
Centre for Health Analytics
Royal Children’s Hospital
Melbourne, AUS
Today - 2022
- I work as a Clinical Data Analyst, uncovering insights to drive informed decision-making. Proficient in extracting Epic EMR records using SQL, I specialize in analyzing and visualizing data using R and Power BI.
Senior Research Officer and Bioinformatician
Inouye Lab
Baker Heart and Diabetes Institute
Melbourne, AUS
2022 - 2019
- I worked in the intersection between Structural Biology and Genomics, trying to understand how rare missense variants alter protein structures and can induce disease
Postdoctoral Researcher
Barril Lab, Universitat de Barcelona
Barcelona, ES
2019 - 2017
- After finishing my PhD, I worked in exciting collaborative projects in the field of epigenetics and cancer, where I carried out multidisciplinary research and learned new experimental skills
Skills and Training
Computational Tools
Drug Discovery (Virtual screening, Molecular dynamics), Machine learning, Data visualization, Statistical analysis, REDCap, Bioinformatics and Data analysis
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Programming
R, Python, Perl, C++, LaTeX, Bash, Java, MySQL, HTML/CSS and Android and Web Development
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Management Skills
2021 EMBO Practical Course: Research to service: Planning and running a bioinformatics core facility; Mental Health and OHS certifications
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Certifications
Certified Health Informatician Australasia (CHIA), UX/UI Design (RMIT), Dataviz with R (IBM), Machine Learning (IBM)
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Outreach and other activities
Australasian Leadership Computing Grants
Story about NCI Computing Grant
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2021 - 2020
- Together with Mike Inouye, we were awarded a 1 year computing grant by the Australian National Computational Infrastructure to study COVID-19 proteins and possible drug treatments
New tools for new medicines, The Conversation article
Lay-summary of some of my work and opinion for The Conversation Spain
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2021
COVID-19 daily dashboard, until Nov 2020
Personal project to showcase COVID-19 evolution in Victoria during major lockdown in 2020
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2020
Main Scientific Output
Semiautomatic Training Load Determination in Endurance Athletes
Journal for the Measurement of Physical Behaviour
Read it here
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2023
- Christophe Dausin *, Sergio Ruiz-Carmona *, […] and Guido Claessen
COVID-19 thromboembolism is reduced in ambulatory, but not hospitalized patients, following COVID-19 vaccination
Hematologica
Read it here
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2023
- Hannah Stevens *, Sergio Ruiz-Carmona *, Karlheinz Peter and James D McFadyen
Oxygen Pathway Limitations in Patients with Chronic Thromboembolic Pulmonary Hypertension
Circulation
Read it here
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2021
- Erin J Howden *, Sergio Ruiz-Carmona *, […] Andre La Gerche, Marion Delcroix and Guido Claessen
- Result of a Bioinformatics Core collaboration. Shiny app developed
Dynamic undocking and the quasi-bound state as tools for drug discovery
Nature Chemistry
Read it here
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2017
- Sergio Ruiz-Carmona, Peter Schmidtke, […] Rod Hubbard and Xavier Barril
- Highlighted in its issue cover
rDock: a fast, versatile and open source program for docking ligands to proteins and nucleic acids
PLoS Computational Biology
Read it here
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2014
- Sergio Ruiz-Carmona, Daniel Alvarez-Garcia, […] Xavier Barril, Rod Hubbard and S David Morley