Felipe Aguiar

Felipe Aguiar Email and Phone Number

Analista e Cientista de dados (Projetos de Portfólio) @ Comunidade DS
Brazil
Felipe Aguiar's Location
Brazil, Brazil
About Felipe Aguiar

I am currently seeking opportunities in data and business management. I have knowledge in: building solutions in data for businesses, SQL language for data collection and manipulation; Python language in data collection, processing, analysis, and manipulation using Pandas and Numpy libraries; data visualizations through Seaborn, Matplotlib, Plotly, and Streamlit libraries; application of Machine Learning models for Regression, Classification, and Clustering with Scikit Learn, Scipy; version control with Git; descriptive and inferential statistics; Data Storytelling, and more. Additionally, I have knowledge in R and in the development of dashboards in Power BI.As an intern at John Deere, I worked on data analysis and problem-solving, and continuous improvement projects in the quality and manufacturing sectors. Using tools like Excel, Power BI, and Minitab, project management techniques and quality tools.Towards the end of my graduation, I had my first contact with the data field, with my final thesis focusing on the analysis of service quality data. I applied logistic regression techniques to understand the impact of each variable on customer satisfaction, indicating various insights for decision-making.e-mail: felipe.aguiar1194@hotmail.com

Felipe Aguiar's Current Company Details
Comunidade DS

Comunidade Ds

View
Analista e Cientista de dados (Projetos de Portfólio)
Brazil
Employees:
308
Felipe Aguiar Work Experience Details
  • Comunidade Ds
    Analista E Cientista De Dados (Projetos De Portfólio)
    Comunidade Ds
    Brazil
  • Comunidade Ds
    Data Scientist (Portfolio Projects)
    Comunidade Ds Apr 2022 - Present
    Remoto
    Activities:- Development of data analysis and data science projects that propose solutions and add value to the business;- Exploratory Data Analysis;- Statistical and inferential data analysis;- Development of data storytelling;- Data manipulation with SQL (database creation and data feeding);- Application of Machine Learning models (supervised and unsupervised): Classification, Regression, Clustering, among others;- Application of specific metrics for model evaluation;- Construction and deployment of interactive visualizations/dashboards.- Version control using Git.- Conduction experiments, including A/B testing.- Application of business metrics to solve problems;- Generation and validation of business hypotheses (insights).Projects include:- Property recommendation, increasing company revenue by 30%.- Sales prediction model for a retail network with 88% accuracy.- Customer ranking model for vehicle insurance, 2.6 times better than the company's current model.Tools: Python (Pandas, Numpy, Seaborn, Matplotlib, Scikit-learn, Scipy, Streamlit, among other libraries), SQL, Power BI, Git, Metabase.
  • Hpe Automotores Do Brasil
    Production And Logistic Assistent
    Hpe Automotores Do Brasil Oct 2021 - Feb 2022
    Catalão, Brasil
    Assistance on the production line;Logistical operations for production line replenishment and inventory.
  • Self-Employed
    Designer
    Self-Employed Jan 2020 - Oct 2021
    Brasil
    Development of graphic elements such as company logos, illustrations, event promotion flyers, business cards, and more.Tools: Adobe Photoshop and Adobe Illustrator.
  • John Deere
    Estagiário
    John Deere Jan 2019 - Dec 2019
    Catalão, Brasil
    Activities:- Problem identification and resolution for products and processes.- Analysis of non-conformity data, failure modes, production flow, among others.- Root cause investigation of failure modes.- Data collection for PFMEA analysis.- Application of quality tools and the 8D methodology in problem resolution.- Analysis of production line data and team activities.- Development of data analysis presentations and dashboards in Power BI.Key results: Identification of an issue with brake hoses. Investigated the error and proposed a solution to the problem. Conducted statistical analysis of failure mode call data for the component, formulated hypotheses for probable causes, identified the root cause using quality tools, and with the proposed solution, reduced customer calls for the component by 45%.Tools: Power BI, Excel, Minitab, Microsoft Office suite.

Felipe Aguiar Education Details

Frequently Asked Questions about Felipe Aguiar

What company does Felipe Aguiar work for?

Felipe Aguiar works for Comunidade Ds

What is Felipe Aguiar's role at the current company?

Felipe Aguiar's current role is Analista e Cientista de dados (Projetos de Portfólio).

What schools did Felipe Aguiar attend?

Felipe Aguiar attended Universidade Federal De Goiás, Universidade Federal De Goiás.

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