Machine Learning Engineer with 5+ years of experience designing end-to-end AI solutions. Specialized in GenAI, LLMs, and MLOps, building scalable production systems from data pipelines to deployment. Currently pursuing a Master's in Astrophysics while pushing the boundaries of AI technology.
rafael = {
"role": "Machine Learning Engineer",
"experience": "5+ years",
"focus": ["AI", "GenAI", "LLMs", "MLOps"],
"current_mission": "Astrophysics Master's Degree"
}
- 🌌 Astrophysics Research - Master's degree with focus on computational methods
- 🤖 LLM Fine-tuning - Exploring advanced techniques for domain-specific models
- ⚡ MLOps Optimization - Building robust, scalable ML infrastructure
- 🧠 Deep Learning - CNNs, transfer learning, and data augmentation research
| Domain | Technologies | Applications |
|---|---|---|
| Machine Learning | PyTorch, TensorFlow, Scikit-learn | Model development, training, optimization |
| GenAI & LLMs | Hugging Face, LangChain, OpenAI | NLP, text generation, chatbots |
| Data Engineering | SQL, Python, ETL pipelines | Data processing, feature engineering |
| MLOps | Docker, CI/CD, monitoring | Production deployment, scalability |
| Computer Vision | OpenCV, CNNs | Image processing, transfer learning |
