Eduardo Zamudio

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Data science course mentor | tutor

ICARO; Coderhouse

Nov 2022 - Current (3 years)

- Providing students with guidance in their education processes within a Data Science course. - Providing help in problem formulation, task definition, data processing, data analysis, and training machine learning models. - Reviewing intermediate and final projects from students.

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Professor

Universidad Nacional de Misiones

Jan 2021 - Current (4 years 10 months)

- I've taught postgraduate courses for over 100 students in hybrid environments (on-site and remote) by using Learning Management System and supporting applications. - I've provided guidance to students as a doctoral advisor in the Informatics Ph.D. Program (UNaM,UNNE,UTN, Argentina), since 2022. - I'm a Professor of Data Science, Machine Learning, Social Network Analysis, and Scientific Information Research on the Web in the Informatics Ph.D. program (UNaM, UNNE, UTN, Argentina), since 2021. Tech-stack: Python, Pandas, Numpy, Scipy, NLTK, Seaborn, PySpark, Conda, VSCode, Jupyter Notebooks, Google Collaboratory, GitHub, Docker, Moodle. Bachelor degree I'm an Adjunct Professor in Research Methodology and Mathematics courses in the Informati

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Research topic area director

Universidad Nacional de Misiones; Honorable Tribunal de Cuentas de la Provincia de Misiones

Jan 2021 - Dec 2022 (2 years)

- Reduced time consumed by auditors/prosecutors by leading the development of a prototype software solution for a digital transformation process at the Court of Accounts of Misiones. - As the Topic Area Director of the Social and Technological Development Project (PDTS) "Digital Transformation applied to public management" - I've been responsible for the design and development of Software Engineering, Machine Learning, and Blockchain prototype solutions to improve Accountable Digital Presentations to the government account audit entity.

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Volunteer

NoSchoolViolence.org

Sep 2020 - Jan 2021 (5 months)

- I've worked with a team of volunteers and a coordinator by discusing alternatives for reducing Violence at Schools using Machine Learning and Natural Language Processing techniques.

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Professor

VIU - Universidad Internacional de Valencia

Feb 2020 - Mar 2023 (3 years 2 months)

- I'm a Professor of Machine Learning, and Data Mining in the Master of Big Data program, since 2022. - I've taught postgraduate courses for over 80 students in remote environments by using Learning Management Systems and supporting applications. - I've provided guidance to students as an advisor since 2022. -I've participated as a local evaluator in the UniversityHack 2023 Datathon. Bachelor Degree I'm a Professor in Software Maintainance and Evolution, and Programming Projects courses in the Informatic Engineering bachelor degree program, since 2020. And I'm a Professor in the Database and Programming course in the Mathematic Bachelor's degree program, since 2021. -I've provided guidance to several students as an advisor since 2022. -I'

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Information technology auditor

Universidad Nacional de Misiones; Tribunal Electoral de la Provincia de Misiones

Mar 2019 - Apr 2019 (2 months)

- Identified improvement opportunities as over 10% of the source code for the software associated with the Electronic Ballot of the Misiones province.

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Academic managment

Universidad Nacional de Misiones

Jan 2019 - Current (6 years 10 months)

- I'm a member of the Directive Council (FCEQyN, UNaM) since 2022. - I've contributed to the treatment of several Science and Technology issues, including research and development projects and academic management. - I'm a member of the Academic Board in the Informatics Ph.D. Program (UNNE, UNaM, UTN), since 2021. -I've contributed to the treatment of several program issues, including thesis proposal evaluation and academic management. -I'm a member of the Postgraduate Council (FCEQyN, UNaM), since 2020. -I've contributed to the treatment of several Postgraduate issues, including postgraduate program and course evaluations. -I'm the Academic Co-Director in the Specialization of the Information Technology Program (UNNE, UNaM), since 2021. -

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Technical lead

Comisión Mixta del Río Paraná

Aug 2017 - Jan 2018 (6 months)

- Digitalized several technical documents containing historical water quality data by the management of a team for the design and development of ETL processes. - As a technical leader, I've managed the process with a team consisting of a data architect and two data entries.

Ph.D. and Postdoc Scholar

CONICET

Apr 2012 - Mar 2019 (7 years)

- I developed my Ph.D. thesis which contributes with a new distance metric for usage on social networks in joint with an approach for the selection of committee members based on member experience. - This experience is extracted from text documents using Machine Learning and Natural Language Processing. - The data set was fully developed for this purpose using online public data from academic repositories. This Ph.D. Scholar was developed at the Instituto Superior de Ingeniería de Software Tandil (ISISTAN, CONICET, UNICEN) and was supported by CONICET.

Eduardo Zamudio

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