Hi 👋, I'm @xaramillo, a cool Python Data & ML/AI Engineer | Bioinformatician | Cloud Enthusiast from Mexico.
I'm a passionate developer with over 8 years of experience building intelligent systems at the intersection of data, machine learning, and cloud computing. My journey has taken me from decoding the language of genomes with bioinformatics to engineering scalable ML pipelines and leveraging the latest in Generative AI.
I thrive on architecting end-to-end solutions—from data extraction and processing to model training, deployment, and MLOps—ensuring they are robust, scalable, and deliver real-world value.
- 🧪 Core Languages: Python, SQL, R, Shell
- ☁️ Cloud Platforms: Google Cloud (GCP), Microsoft Azure, AWS, Databricks
- 🤖 Machine Learning: Scikit-learn, TensorFlow, Keras, XGBoost, NLP (spaCy, NLTK, BERT, OpenAI)
- ✨ Generative AI: LLM Fine-Tuning, RAG, OpenAI API, LangChain, HuggingFace, Ollama, Vertex AI
- 📊 Data Engineering: PySpark, Airflow, MLflow, ZenML, Docker, APIs (FastAPI/Flask)
- 🧬 Bioinformatics: NGS Pipelines, GWAS, Genomic Data Analysis, Snakemake
- 🛠️ DevOps & CI/CD: GitHub Actions, Terraform, Kubernetes, Railway
- Designing and implementing scalable ML workflows and data pipelines.
- Exploring the frontiers of Generative AI, LLM fine-tuning, and RAG systems.
- Building and automating infrastructure with a DevOps mindset (IaC, CI/CD).
- Contributed to various projects involving computer vision, predictive modeling, and semantic search.
I'm always open to discussing new projects, ideas, or opportunities.