Rodrigo Marques

Rodrigo Marques Email and Phone Number

Engenheiro de IA Generativa @ Power of Data
State of São Paulo, Brazil
Rodrigo Marques's Location
São Paulo, São Paulo, Brazil, Brazil
About Rodrigo Marques

Data Scientist with a background in the application of Machine Learning for default risk (Application, Behavior, and Collection models) and experience with Natural Language Processing with the development of Artificial Intelligence applied to the Public Security area (support for decision-making to solve problems of theft and fraud). In addition, I have experience in several Big Data applications such as the architecture and implementation of Data Lakehouse and the deployment of Machine Learning models with MLOps and LLMOps practices.My technical skills: - Certified in Artificial Intelligence by Microsoft Azure (AI-900) - Cloud Computing (AWS, Microsoft Azure, Google Cloud) - Python, SQL, NoSQL (MongoDB) - Machine Learning and Deep Learning (Regression, Clustering, Classification, Computer Vision, Natural Language Processing and others)- MLOps and LLMOps practices- Data processing with Apache Spark- Data orchestration with Apache Airflow- Apache Kafka- Data Architecture (Data Warehouse, Data Lake, Data Lakehouse, Data Mesh)- Data visualization (Power BI, Metabase, Looker)- Delta Lake, Databricks, Snowflake- Docker

Rodrigo Marques's Current Company Details
Power of Data

Power Of Data

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Engenheiro de IA Generativa
State of São Paulo, Brazil
Website:
powerofdata.com.br
Employees:
59
Rodrigo Marques Work Experience Details
  • Power Of Data
    Engenheiro De Ia Generativa
    Power Of Data
    State Of São Paulo, Brazil
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  • Powerofdata
    Generative Ai Engineer
    Powerofdata Aug 2024 - Present
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  • Powerofdata
    Data Science
    Powerofdata Dec 2022 - Nov 2024
    - Resolved credit default risk issues through the implementation of machine learning models, covering application, behavior, and collection models.- Executed MLOps processes, deploying models in both batch and streaming environments on AWS, and monitored model metrics and data through dashboards on Metabase.- Developed artificial intelligence applications using graph data in the public safety domain, contributing to the resolution of fraud and theft issues.- Crafted chatbots employing the Retrieval Augmented Generation (RAG) method with the utilization of Large Language Models (LLM) and Vector Databases. Customized these solutions to align seamlessly with the unique requirements of each company.- Utilized NLP techniques for structuring unstructured data and implemented clustering models on text data.- Conducted large-scale data preparation, generating thousands of explanatory variables for feature stores in ML models, leveraging Apache Spark and Data Lake technologies.
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  • Filedoc Software
    Ai Consultant
    Filedoc Software Jun 2024 - Present
    Portugal
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  • Fatec Ipiranga Pastor Eneas Tognini
    University Monitor
    Fatec Ipiranga Pastor Eneas Tognini Jul 2022 - Present
    I mentored college students in different disciplines (Mathematics, Algorithms and Database), helping them with elementary math, programming logic using Python, SQL and data modeling for relational databases (entity-relationship, logical and physical models).
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Rodrigo Marques Education Details

Frequently Asked Questions about Rodrigo Marques

What company does Rodrigo Marques work for?

Rodrigo Marques works for Power Of Data

What is Rodrigo Marques's role at the current company?

Rodrigo Marques's current role is Engenheiro de IA Generativa.

What schools did Rodrigo Marques attend?

Rodrigo Marques attended Pontifical Catholic University Of Minas, Technology College Ipiranga, Technology College Ipiranga.

Who are Rodrigo Marques's colleagues?

Rodrigo Marques's colleagues are Nayara Bernardo, Daiane C. Bortolin, Anderson Galiazzi, Felippe Barbosa Mozer, Luis Alberto Costa, Bruno Yabu-Uti, Aline Olimpio Pereira.

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