Albert Santos

Albert Santos Email and Phone Number

Pesquisador científico @ Universidade Federal do Pará
Belém, PA, BR
Albert Santos's Location
Belém, Pará, Brazil, Brazil
About Albert Santos

I am a Data Scientist with over 4 years of experience, specializing in applying advanced Data Science, Machine Learning, and Data Visualization techniques to solve complex problems, particularly in the areas of Telecommunications, environmental monitoring, and medical data. I hold a degree in Computer Engineering from the Federal University of Pará (UFPA), a Master's in Applied Computing from the UFPA Graduate Program in Electrical Engineering, and I am currently pursuing a Ph.D. with research focused on the application of predictive models and data analysis in collaboration with Ericsson.I have solid experience with tools and frameworks such as Power BI, Pandas, Plotly, Seaborn, Scikit-Learn, Keras, TensorFlow, and others, with proven skills in building and deploying Machine Learning models, including Neural Networks, Random Forest, SVM, Logistic Regression, among others. My work is distinguished by my ability to translate data into actionable insights, optimizing strategic decision-making for businesses.Key Competencies:- Data Analysis & Manipulation: Proficient in libraries such as Pandas, NumPy, Sweetviz, and others for analyzing and manipulating large datasets.- Data Visualization: Expertise in Plotly, Seaborn, DTALE, Dataprep, Dabl, and Power BI to create impactful visualizations that clearly and effectively communicate insights.- Machine Learning: Development and implementation of predictive models using Scikit-learn, XGBoost, - Neural Networks, Decision Trees, Random Forest, SVM, K-means.- Deep Learning: Keras, TensorFlow- Databases: Experience with SQL and MySQL for queries, data manipulation, and integration in ETL/ELT processes.- Process Automation: Creation of automated solutions using Pyautogui and Pyperclip to optimize workflows and enhance efficiency.Contact:📧 Email: albert.ecds@gmail.com📄 Lattes: http://lattes.cnpq.br/2750978494665970

Albert Santos's Current Company Details
Universidade Federal do Pará

Universidade Federal Do Pará

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Pesquisador científico
Belém, PA, BR
Website:
portal.ufpa.br
Employees:
4981
Albert Santos Work Experience Details
  • Universidade Federal Do Pará
    Pesquisador Científico
    Universidade Federal Do Pará
    Belém, Pa, Br
  • Federal University Of Pará
    Scientific Researcher
    Federal University Of Pará Aug 2020 - Present
    Belém, Pará, Brazil
    Over the past 4 years, I have developed extensive experience in scientific research, focusing on data analysis applied to communication systems, wireless networks (5G/6G), and medical result evaluation. My main responsibilities included:- Writing scientific papers- Mentoring undergraduate research students- Developing research plans- Supervising projects- Reviewing articles and presenting work at conferences- Teaching specialized coursesHighlighted Publications:- Automated NEE Monitoring in the Amazon Rainforest using LSTM Neural Networks- Maximizing Energy Efficiency in 6G RSMA Networks- FA-CRAN: A Firefly Algorithm for Dynamic BBU-RRH Mapping in Cloud/Centralized Radio Access Networks- Multilayer Framework for Resource Orchestration in Next-Generation NetworksTechnical Skills:- Programming: Python, Pandas, NumPy, Scikit-learn, Matlab, SQL, MySQL, Power BI, Colab, Jupyter Notebook, Excel- Machine Learning & Data Analysis: K-modes, Clustering, Logistic Regression, ROC Cluster, EDA (Exploratory Data Analysis), ETL (Extraction, Transformation, and Loading)- Mathematical Modeling & Algorithms: Bio-inspired algorithms, modeling techniques for 5G/6G, Open-RAN, and RSMA- Data Visualization: Scipy, Seaborn for creating impactful visualizations that aid in interpreting research resultsAchievements & Impact:- Author of 14 publications in national and international conferences and scientific journals- Awarded 3rd best paper at the 2023 National Conference on Communications, Networks, and Information Security- Developed registered software (No: BR512024000700-8) for environmental data monitoring- Active participation in research projects and student mentorship- Conducted complex data analyses, applying advanced techniques to extract actionable insights that support strategic decision-making
  • Physics Didactic Innovation Laboratory (Lidf)
    Project Intern
    Physics Didactic Innovation Laboratory (Lidf) Dec 2019 - Jul 2020
    Belém, Pará, Brazil
    I worked as an intern on a project focused on utilizing a school laboratory for the introduction of prototyping and IoT with Arduino. In this project, workshops were developed and applied to introduce technological innovations such as prototyping, robotics, and the Internet of Things (IoT) at a public technical high school in Belém. The workshops were implemented by the research team from the Physics Didactic Innovation Laboratory (LIDF) and facilitated and monitored by undergraduate students from the Institute of Technology (ITEC) at the Federal University of Pará (UFPA).The workshops provided students with the challenge of working with the Arduino board and its alternative components such as transducers, microcontrollers, motors, and more. This empowered students to actively seek knowledge, motivating them to continue learning while enabling the production and construction of innovative methodological practices in classrooms and school laboratories. Additionally, the project provided cognitive performance indicators that allowed for the measurement of the cognitive impacts that the project had on the students' learning processes. Thus, the university fulfilled its fundamental role of connecting with society, exploring ways to improve its various sectors, particularly through the scientific education of students.

Albert Santos Education Details

Frequently Asked Questions about Albert Santos

What company does Albert Santos work for?

Albert Santos works for Universidade Federal Do Pará

What is Albert Santos's role at the current company?

Albert Santos's current role is Pesquisador científico.

What schools did Albert Santos attend?

Albert Santos attended Universidade Federal Do Pará, Federal University Of Pará, University Of Estácio De Sá.

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