Igor Marques
@igormarques
Aspiring data analyst with 10+ years in computational research.
What I'm looking for
As an aspiring data analyst with over a decade of experience in computational research and technical writing, I am currently transitioning from academia to data-driven roles. My background includes a proven track record in interdisciplinary research projects, conducting molecular simulations, and producing scientific publications in top-tier journals such as Nature Chemistry and JACS. I am currently completing the Google Data Analytics Certificate and training in Power BI, aiming to leverage my analytical thinking, problem-solving, and data visualization skills in business or research-driven environments.
Throughout my career, I have honed my skills in various technical tools, including SQL, Power BI, and Python, while also engaging in project management and collaboration within interdisciplinary teams. My experience as a co-principal investigator and junior researcher has equipped me with the ability to lead research projects, manage budgets, and co-write final reports. I am passionate about applying my knowledge and skills to contribute to innovative data solutions and drive impactful results.
Experience
Work history, roles, and key accomplishments
Freelance English Editor
MDPI AG
Jul 2024 - Present (11 months)
Edited over 40 scientific manuscripts, ensuring adherence to MDPI language and formatting standards. Ensured consistency and quality across interdisciplinary scientific publications.
Computational and Scientific Visualization Laboratory Instructor
University of Aveiro
May 2023 - Present (2 years 1 month)
Taught a module on Cambridge Structural Database for MSc Computer Engineering students. Supervised student projects combining scientific visualization and molecular modeling.
Computational Chemistry Instructor
University of Aveiro
Mar 2023 - Present (2 years 3 months)
Taught a module on Cambridge Structural Database for MSc Degree in Chemistry. Developed practical exercises and provided individual guidance on computational chemistry applications.
Bioinformatics and Molecular Structure Instructor
University of Aveiro
Feb 2023 - Present (2 years 4 months)
Led a class of BSc Biochemistry students through a comprehensive bioinformatics curriculum. Delivered lectures on bioinformatics tools and provided constructive feedback on assignments.
Guest Editor
Molecules (MDPI)
Feb 2023 - Present (2 years 4 months)
Managed the peer review process and made publication decisions based on scientific merit. Ensured scientific quality and relevance of accepted manuscripts, coordinating with editorial staff.
Co-Principal Investigator
University of Aveiro
Jul 2022 - Present (2 years 11 months)
Co-led a computational research project on molecular recognition by complex supramolecular architectures. Managed project budget, coordinated research activities, and co-wrote the final report.
Junior Researcher
CICECO—Aveiro Institute of Materials
Apr 2021 - Present (4 years 2 months)
Conducted computational research on molecular systems using molecular dynamics simulations and quantum mechanical calculations. Applied machine learning-based predictive tools for identifying potential enzyme inhibitors.
Master’s and Bachelor’s Thesis Co-Supervisor
University of Aveiro
Jan 2020 - Present (5 years 5 months)
Co-supervised 7 Master’s and Bachelor’s students on research projects in computational chemistry. Guided students in molecular modeling, ion recognition, and drug–membrane interaction studies.
Post-Doctoral Researcher
University of Aveiro
May 2018 - Present (7 years 1 month)
Investigated protein aggregation mechanisms across the lifespan using computational methods. Studied protein-protein interactions and aggregation pathways.
Master’s Research Grantee
University of Aveiro
Apr 2017 - Present (8 years 2 months)
Researched anion transmembrane transport promoted by drug-like molecules using computational approaches. Investigated anion carriers and analyzed structure-activity relationships to understand carrier performance.
Education
Degrees, certifications, and relevant coursework
University of Aveiro & Nova University of Lisbon
Doctoral Programme, Biomedicine
Conducted doctoral research focusing on synthetic transmembrane anion transporters. Utilized computational methods to study these systems.
University of Aveiro
Master of Science, Pharmaceutical Biomedicine
Grade: 18/20 (Excellent)
Completed a Master of Science in Pharmaceutical Biomedicine with a final grade of 18/20 (Excellent). Thesis focused on synthetic transmembrane anion transporters, studied through computational methods, alongside specialized coursework in pharmaceutical development.
University of Aveiro
Bachelor's Degree, Biomedical Sciences, Pharmaceutical minor
Grade: 15/20 (Good)
Obtained a Bachelor's Degree in Biomedical Sciences with a pharmaceutical minor, achieving a final grade of 15/20 (Good). Coursework included specialized studies in pharmaceutical development.
Availability
Location
Authorized to work in
Job categories
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