👋 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

📜 Licenses and Certifications

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

📈 GitHub Stats

• 🔭 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.​