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Building Data & AI Platforms
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Building Data & AI Platforms

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patricksferraz/README.md

Computer

Hi there, I'm Patrick Ferraz 👋

I'm a Principal Data Scientist with extensive experience spanning Software Engineering, Big Data, Artificial Intelligence, and Cloud Platforms. I lead high-impact technical initiatives and build innovative data-driven solutions. I am an MSc student in Data Science and hold a Bachelor's degree in Computer Science.

My journey includes:

  • Technical and strategic leadership in Data Science and Engineering teams.
  • Architecture and implementation of scalable Big Data, AI, and Cloud Platforms.
  • Founding Data Areas from scratch and driving Digital Transformation.
  • Founding and acting as CTO in Tech Startups.
  • Development of innovative solutions, with a focus on Generative Artificial Intelligence (GenAI) and LLMs.
  • Implementation of robust DevOps, DataOps, and MLOps practices.
  • Consulting and technical guidance in complex R&D&I projects.

My Tech Stack

I have experience with a wide range of technologies across the data, software, and cloud universe:

Python Golang Typescript Apache Spark Databricks AWS Azure GCP Kubernetes Docker Terraform TensorFlow PyTorch Apache Kafka PostgreSQL MongoDB React Angular Prometheus Grafana

I also work with:

  • Databases: NoSQL (MongoDB, InfluxDB), SQL, PostgreSQL.
  • Data Engineering: Azure Data Factory, Airflow, Data Pipelines, Data Ingestion/Integration, Streaming Technologies, Kafka.
  • Specific AI/ML: GenAI/LLMs (OpenAI, Azure AI Services), Computer Vision, Time Series, FFT, Vibration Analysis, Data Scraping, MLOps/DataOps, MLOps Concepts.
  • Infrastructure/DevOps: IaC (Terraform), CI/CD (GitHub Actions, Azure DevOps), Observability (Prometheus, Grafana, Tracer, Error, Logs), Kubernetes, Docker, Kong, Key Vault, Edge Compute, On-Prem Servers.
  • SAP Ecosystem: SAP Analytics, Datasphere.
  • Visualization: Streamlit, Plotly Dash, PowerBI.
  • Other: HLS, Atmospheric Models (WRF, Geoschem).

Projects & Contributions

I led the development of critical Big Data and AI platforms, founded data areas, and actively contribute to R&D&I projects focused on applying cutting-edge technology to solve complex problems and generate business value, including pioneering solutions with GenAI and multi-cloud platforms.

Find Me On:

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@patricksferraz

Pinned Loading

  1. mstuttgart/brazilcep mstuttgart/brazilcep Public

    🇧🇷 Minimalist and easy-to-use Python library designed to query CEP (Postal Address Code) data.

    Python 226 56

  2. barronh/pseudonetcdf barronh/pseudonetcdf Public

    PseudoNetCDF like NetCDF except for many scientific format backends

    Python 78 35

  3. CRIA-CIMATEC/covid-19 CRIA-CIMATEC/covid-19 Public

    IA-COVID-19 Project

    Jupyter Notebook 9 3

  4. pkoliveira/pyaiutils pkoliveira/pyaiutils Public

    Python 5 1