Hello! I'm a Software Backend & AI Engineer passionate about building scalable software, data-driven systems, and production-ready AI solutions. With a background in Mechanical Engineering from Colombia, I bring a multidisciplinary perspective that combines analytical thinking, engineering principles, software development, and artificial intelligence.
My current expertise includes:
🤖 AI Engineering & Generative AI: Designing and implementing enterprise AI solutions using LLMs, RAG, Agentic AI, embeddings, and Model Context Protocol (MCP). Experienced in building AI systems that integrate language models with enterprise data, documents, APIs, and specialized tools.
🧠 LLMs & AI Agents: Experience with LLM orchestration, specialized agents, tool calling, semantic search, prompt engineering, and architectures for intelligent automation using frameworks such as LangChain and related technologies.
📚 RAG & Document Intelligence: Building Retrieval-Augmented Generation pipelines involving document processing, chunking, metadata enrichment, embeddings, vector search, and PostgreSQL/pgvector for semantic retrieval.
⚙️ Backend Engineering: Experienced in developing scalable backend systems, RESTful APIs, and microservices using Python (Django, FastAPI, Flask) and Laravel. Strong understanding of asynchronous processing, decoupled architectures, integrations, and API-driven systems.
🗄️ Data Engineering: Experience designing ETL pipelines, processing large datasets, performing Oracle-to-PostgreSQL migrations, and building data-driven applications using PostgreSQL, MySQL, Oracle, pandas, and NumPy.
☁️ Cloud & Infrastructure: Experience with Docker, AWS, Linux, Windows, containerized deployments, and architectures designed for scalable AI and backend workloads.
🤖 Machine Learning: Experience integrating machine learning models into production through REST APIs, allowing users to train models and perform real-time predictions using their own data.
🔌 Enterprise Integrations: Experience integrating AI systems, APIs, databases, document repositories, and corporate tools through modular and scalable architectures.
🛠️ Development Practices: Git, REST APIs, microservices, asynchronous processing, testing, documentation, monitoring, and cost-aware AI infrastructure.
My journey started in Mechanical Engineering, where I developed strong problem-solving, analytical, and project management skills. I later transitioned into software development through self-directed learning and professional experience, evolving from backend development into AI Engineering and the architecture of intelligent enterprise solutions.
I'm particularly interested in the intersection of software engineering, data, artificial intelligence, and enterprise architecture, with a focus on turning AI capabilities into reliable, scalable, and useful products.
🚀 Always learning, building, and exploring new ways to transform complex problems into practical technology solutions.
Let's build something amazing together!
