Jeorge Silva

As a highly motivated career changer with profound knowledge of Python and Java, I bring a strong passion for technology and in-depth practical experience in workflow automation and AI integration. My goal is to develop robust, maintainable, and scalable solutions that simplify processes and deliver measurable value.

I solve problems through clean, understandable code and pragmatically translate technical concepts into productive solutions. My technical foundation includes Python and Java, along with a solid grasp of object-oriented principles; additionally, I develop custom code nodes in JavaScript for orchestration platforms. My focus is on integrating AI components into automation workflows, particularly on RAG architectures, LLM integration, and semantic vector stores. I precisely translate business requirements into actionable workflow concepts, implement RESTful APIs and microservices, and ensure reliable deployment pipelines through containerization. Analytical thinking, clear communication, and teamwork are among my strengths; my linguistic background assists me in quickly grasping and structuring linguistic requirements and data structures.

My expertise includes the conception and implementation of n8n workflows, the development of custom JavaScript and Python nodes, the integration of LLMs and RAG components, the use of ChromaDB and other vector stores for semantic retrieval use cases, the development of APIs with FastAPI, containerization with Docker, and data preparation and model evaluation with Pandas and NumPy. I have foundational knowledge of SQL and NoSQL, secure version control with Git, and work in agile project environments. Feel free to visit my GitHub portfolio; I look forward to technically advising your project and quickly delivering initial, usable results.