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@SoftEngineering @Ventus-AI-net

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DOUGLASMENDES/README.md

👋 Hello, I'm Douglas Mendes

Machine Learning Engineer | Aerospace Engineer | MLOps | LLMOps | Quantitative Developer

Passionate about building scalable AI solutions and trading strategy automation. I have experience in projects ranging from fine-tuning language models to implementing CI/CD pipelines in production environments.

🚀 Featured Projects

  • GPT2-FineTuning
    Fine-tuning of the GPT-2 model for specific applications, focusing on optimizing performance and efficiency.

  • Trading Bot BTC Binance
    Automated trading bot using moving averages for BTC trading on Binance.​

  • Telecom MLOps LLMOps A benchmark platform for MLOps and LLMOps in Telecom, using Google Cloud (Vertex AI, BigQuery, Cloud Run) to build a batch churn model and an LLM assistant with RAG, CI/CD, and end-to-end monitoring.

  • MLOps Pipeline

🛠️ Technologies & Tools

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📜 Licenses and Certifications

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Check out all my badges: https://www.credly.com/users/dougl4smendes

📈 GitHub Stats

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  • 🔭 I’m currently working on designing and deploying scalable machine learning and generative AI pipelines across Google Cloud, AWS, Azure, and Databricks. My focus is on integrating services like Vertex AI, Amazon SageMaker, Azure Machine Learning, and Databricks' Mosaic AI to build robust, production-ready solutions. This involves implementing end-to-end workflows that encompass data ingestion, model training, deployment, and monitoring, ensuring seamless operation across diverse cloud environments.​

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  1. Python-Scripts Python-Scripts Public

    Forked from kudeh/automate-the-boring-stuff-projects

    Python scripts collection for routine tasks including solutions for the projects of the book "automate the boring stuff with python"

    Python

  2. UFABC-Dinamica-de-Gases-Propriedades-Onda-Choque-Normal UFABC-Dinamica-de-Gases-Propriedades-Onda-Choque-Normal Public

    Variação das propriedades termodinâmicas no ar em uma onda de choque normal em função da velocidade Mach

    Python

  3. Titanic-Spark-ML Titanic-Spark-ML Public

    Solving the Titanic challenge with Spark Machine Learning

    Jupyter Notebook

  4. GPT2-FineTuning GPT2-FineTuning Public

    Fine-tuning the GPT-2 LLM

    Jupyter Notebook

  5. trading-bot-btc-binance-moving-average trading-bot-btc-binance-moving-average Public

    Bitcoin trading bot, signals using Simple Moving Avarege (platform Binance)

    Python

  6. Matlab_Quadrotor_models Matlab_Quadrotor_models Public

    Forked from dferruzzo/Matlab-Quadrotor-model

    Modelos de Quadrirrotor para análise

    Python