Guilherme Garcia🇧🇷
Software Engineer, AI Engineer at UFSM
About Guilherme Garcia
Software Engineer, AI Engineer at UFSM
AI Engineer and Software Developer with over 14 years of programming experience. Specialized in building multi-agent systems and Retrieval-Augmented Generation (RAG) solutions, leveraging advanced technologies such as Vertex AI, Amazon Bedrock, CrewAI, LangChain, AutoGen, and Embedchain.
I have extensive experience in software development, focusing on backend development with expertise in frameworks like Django, Django REST Framework, and FastAPI. I also have frontend experience with Vue.js, React, and AngularJS. Proficient in programming languages such as Python, JavaScript, PHP, and SQL. I follow best development practices and apply design patterns, including Object-Oriented Programming (OOP) and architectural patterns like MVC, to build efficient and scalable solutions.
Key Areas of Expertise: AI Engineering: Development and integration of AI-powered applications using Vertex AI, Amazon Bedrock, CrewAI, AutoGen, LangChain, Agno, and EmbedChain. Software Engineering: End-to-end management of the software development lifecycle, from ideation to final delivery. Multi-Agent Systems: Building intelligent agents to automate complex tasks and enhance human-AI collaboration. Retrieval-Augmented Generation (RAG): Implementing knowledge-based AI systems to improve the accuracy of language model (LLM) responses. API Development: Designing and developing scalable APIs with Django REST Framework, FastAPI, and Flask. Web Scraping & Data Extraction: Automating data collection and processing with Python and Selenium. SQL Database Management: Data modeling, development, optimization, and migration to ensure efficiency and scalability.
Expertise
Sessions with Guilherme Garcia
- General Mentorship Session (30 min)