Alberto Valdés anvaldes

👋 Hi, I'm Alberto Valdés

I'm a ML/AI Engineer and MLOps with over 4 years of experience designing, deploying, and leading end-to-end AI solutions across sectors like consulting, banking, insurance, and investment.

My work focuses on building robust and scalable ML/AI systems using cloud platforms such as AWS, GCP, Azure, and Databricks. I specialize in both Data Pipelines and ML Pipelines, working with structured and unstructured data (text, images, video, audio) in batch and streaming environments.

Some of the areas I work in include:

Machine Learning
Deep Learning
Computer Vision
Transformers & LLMs (Fine-tuning, RAG, LangChain, Hugging Face)
Chatbots
OCR, NER
Time Series and Statistical Modeling

With a strong academic foundation in Applied Mathematics, Optimization, and Statistics, I’m passionate about solving complex problems through AI and delivering real-world impact with clean, well-documented code.

📦 sklearn-migrator

I'm also the creator of sklearn-migrator, a Python library designed to serialize and migrate scikit-learn models across incompatible versions — helping teams manage long-term model compatibility and portability in production environments.