Santiago Murcia

Senior AI/ML & Full Stack Engineer with 10+ years of experience developing intelligent, data-driven applications and integrating advanced AI capabilities into production systems. Strong expertise in machine learning, deep learning, data science, Generative AI, Large Language Models (LLMs), and Retrieval-Augmented Generation (RAG), with experience building AI-powered solutions for natural language processing, semantic search, intelligent automation, and knowledge retrieval. Skilled in data analysis, exploratory data analysis (EDA), feature engineering, statistical modeling, predictive analytics, and model evaluation to transform complex datasets into actionable insights.

Proficient in Python, TensorFlow, PyTorch, scikit-learn, LangChain, and vector databases, with expertise in model integration, embedding generation, prompt engineering, and AI-driven API development using FastAPI and Django. Strong full-stack engineering background in Node.js, React, and TypeScript, complemented by experience deploying cloud-native solutions on AWS and implementing Docker, CI/CD, and automated testing. Focused on delivering scalable, reliable AI solutions that improve operational efficiency, support data-driven decision-making, and solve complex business challenges.