Julia Remus
About me
Physics engineer and master student in computer science at UFRGS. With a strong background in mathematics, statistics and physics, I am currently specializing in signal analysis with learning and classical statistical methods.
I have experience working with multi disciplined teams, being responsible for data analysis and software development.
I have experience working with multi disciplined teams, being responsible for data analysis and software development.
Academic Formations and Projects
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Ongoing Master in Computer Science - UFRGS, 2023
- Accepted article on IEEE MeMeA 2024: "An End-to-End RoI-Based Encoder-Decoder for Fetal ECG Recovery and QRS Complex Detection"
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Physics Engineering - UFRGS, 2018 - 2023
- Final Project: Using Convolutional Neural Networks for Classification of Anomalies in Metal Wires from Magnetic Particle Inspection Images (Uso de redes neurais de convolução para classificação de anomalias em arames metálicos a partir de imagens de inspeção por partícula magnética)
- Enfitec Jr: applied physics research and development voluntary project
- Scholarship holder at the nanoscale forming laboratory (LCN - UFRGS)
- Student representation in the Physics Engineering Student Center (CEENF)
- Technical high school education in viticulture and enology - IFRS, 2015 - 2018
Professional Experiences
- Poatek
- REVERO
- SIMEROS
- Data Analyst, 2022 - November 2023 and Data Science Intern, August 2020 - 2021;
- Engineering Intern, 2021 - 2022:
Currently working in the Poatek Experience Intership.
I worked as a project manager and full stack developer. Projects involved mongoDB pipeline optimization, software development (using Node JS and React JS) and structure.
This experience improved my ability to work in diverse teams and to do project management. Also improved my experience with Git, Python, SQL, influxDB, Node JS, HTML and CSS.
Data visualization, data pipelines improvement and data analysis in the engineering field.
Another area of work was software development. As a focal point in internal systems development for process control and standardization. Especially during the ISO certificate campaign where it was built from zero different applications; furthermore, all product cycle (idealization, database construction, app development and client training and validation) were performed.
Research and development in permeation analysis, script development, model validation with real tests.
Skills
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Strong background in mathematics and physics
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Software project management:
- GitHub (+3 years of experience);
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Full Stack developer:
- Node JS (+3 years of experience);
- HTML and CSS (+3 years of experience);
- React JS (intermediate);
- Typescript (intermediate);
- SQL (+3 years of experience);
- MongoDB (intermediate);
- Docker (intermediate);
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Data analysis and pipelines:
- Python (+3 years of experience);
- influxDB (1 year of experience);
- Grafana (1 year of experience);
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Machine Learning:
- Tensorflow.
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Languages
- Portuguese - native
- English - professional