Education

INFNET Institut, Rio de Janeiro, Brazil (2024 - 2025)

Master in Technology in Data Engineering: Big Data


Federal University of Santa Catarina (UFSC), Santa Catarina, Brazil (2023)

Master of Science in Computer Science


• Individual course in Computer Vision

• Project developed during this coursework in this link.


INFNET Institut, Rio de Janeiro, Brazil (2022 - 2023)

Master in Technology in Artificial Intelligence, Deep Learning and Machine Learning


State University of Rio de Janeiro (UERJ), Rio de Janeiro, Brazil (2019 - 2021)

Master of Science in Civil Engineering


• Emphasis area: Structural Dynamics

• Thesis title: "Investigation on the dynamic behavior of composite floors on rhythmic human actions considering different methodologies for the analysis of human comfort"

• Link (in Portuguese)


Veiga de Almeida University (UVA), Rio de Janeiro, Brazil (2014 - 2019)

Bachelor degree in Civil Engineering


• Thesis title: "Structural design of reinforced concrete slabs"

Skills and assets

• Python and associated libraries: sk-learn, numpy, pandas, scipy, matplotlib, seaborn;

• SQL: DQL, DML and DDL;

• Data visualization: Google Looker Studio;

• Databases: Google Big Query, SQL Server, MongoDB e Apache Cassandra;

• ELT tools: Kondado;

• Marketing tools for data extraction: HubSpot, Google Analytics, Google Search Console, Google Ads, Meta Ads;

• Project and time management: Toggl and Asana;

• Microsoft Excel and Google Sheets.

• FEA programs: ANSYS, Abaqus

• Portuguese (native), English (advanced), French (basic), Spanish (basic).

Work Activities

ETALENT, Rio de Janeiro, Brazil (2021 - present)

Data Analyst


Main Activities:
• Ad-hoc analyses using SQL and Python;
• Responsible for data, dashboards, and automations (workflows) in the HubSpot CRM;
• Support for marketing/growth marketing analyses, such as: ICP, RFV, LTV, Inbound and Outbound funnels, and Sales Machine;
• Creation and maintenance of dashboards in Google Looker Studio;
• Development of a data warehouse to centralize all marketing data (Google BigQuery) with data ingestion through the ELT process (Kondado);
• Migration from RD Station Marketing system to HubSpot Marketing;
• Support for maintaining automations in Make (formerly Integromat);
• Algorithm modeling for products;
• Development of projects using LLMs, RAG, and Data Science tools.

State University of Rio de Janeiro, Rio de Janeiro, Brazil (2019 - 2021)

Research Assistant at Structural Dynamics Laboratory


• Develop research about numerical modeling for structural dynamics.

Publications

1. BRANCO, Nathalia de Almeida Castelo; SOUSA, Felipe Almeida de ; SILVA, José Guilherme Santos da. HUMAN COMFORT INVESTIGATION OF STEEL-CONCRETE COMPOSITE FLOORS SUBJECTED TO RHYTHMIC DYNAMIC ACTIONS. ce/papers, v. 1, p. 11-21, 2022.


2. BRANCO, Nathalia de Almeida Castelo; SOUSA, Felipe Almeida de ; CAMPISTA, Fernanda Fernandes ; SILVA, José Guilherme Santos da . Vibração de Pisos Devido a Atividades Humanas Rítmicas: Modelagem Experimental e Numérica. In: 3º Congresso de Ensaios e Experimentação em Engenharia Civil (TEST&E 2022), 2022, Lisboa. Atas do 3º Congresso de Ensaios e Experimentação em Engenharia Civil (TEST&E 2022). Lisboa/Portugal: Editora da NOVA School of Science & Technology (FCT NOVA), 2022. v. 1. p. 1-10.


3. BRANCO, Nathalia de Almeida Castelo; SOUSA, Felipe Almeida de ; SILVA, José Guilherme Santos da . Dynamic Structural Behaviour of Steel-Concrete Composite Floors Subjected to Rhythmic Human Activities. In: XLII Ibero-Latin-American Congress on Computational Methods in Engineering (CILAMCE 2021 - Online), 2021, Virtual Online Congress. Proceedings of the XLII Ibero-Latin-American Congress on Computational Methods in Engineering (CILAMCE 2021 - Online). Belo Horizonte/MG: Editora da Associação Brasileira de Métodos Computacionais em Engenharia (ABMEC), 2021. v. 1. p. 1-7.


4. SOUSA, Felipe Almeida de; BRANCO, Nathalia de Almeida Castelo; SILVA, José Guilherme Santos da . Vibration Analysis and Human Comfort Investigation of Floors when Subjected to Rhythmic Human Activities. In: XLII Ibero-Latin-American Congress on Computational Methods in Engineering (CILAMCE 2021 - Online), 2021, Belo Horizonte/MG. Proceedings of the XLII Ibero-Latin-American Congress on Computational Methods in Engineering (CILAMCE 2021 - Online), 2021. v. 1. p. 1-7


5. BRANCO, Nathalia de Almeida Castelo; SOUSA, Felipe Almeida de ; SILVA, José Guilherme Santos da. Investigação sobre o Conforto Humano de Pisos Mistos (Aço-Concreto) Submetidos a Ações Dinâmicas Rítmicas. In: XIII Congresso de Construção Metálica e Mista (XIII CMM 2021), 2021, Virtual Online Congress. Atas do XIII Congresso de Construção Metálica e Mista (XIII CMM 2021). Coimbra/Portugal: Editora da Associação Portuguesa de Construção Metálica e Mista (CMM), 2021. v. 1. p. 1-10.


6. BRANCO, Nathalia de Almeida Castelo; SOUSA, Felipe Almeida de ; SILVA, José Guilherme Santos da. Human Comfort Analysis of Steel-Concrete Composite Floors Subjected to Rhythmic Loadings. In: The International Congress on Structural Integrity and Maintenance (SIM 2021), 2021, Virtual Online Congress. International Congress on Structural Integrity and Maintenance (SIM 2021). Belo Horizonte/MG: Editora da Universidade Federal de Minas Gerais (UFMG). v. 1. p. 121-122.


7. SOUSA, Felipe Almeida de; AGUIAR, Jefferson Viana ; BRANCO, Nathalia de Almeida Castelo ; SILVA, José Guilherme Santos da . Dynamic Experimental Monitoring and Numerical Analysis of Floors Subjected to Human Activities. In: XLI Ibero-Latin American Congress on Computational Methods in Engineering (CILAMCE 2020 - Online), 2020, Virtual Online Congress. Anais do XLI Ibero-Latin American Congress on Computational Methods in Engineering (CILAMCE 2020 - Online). Belo Horizonte/MG: Editora da Associação Brasileira de Métodos Computacionais em Engenharia (ABMEC), 2020. v. 1. p. 1-7