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Generative AI Developer , AI Automation , AI Agents , RAG
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Experiencia laboral
Generative AI Developer
Freelance • Freelance
Jan 2024 - Present • 2 yrs 7 mos
Design and develop practical AI solutions focused on business automation, information retrieval, conversational AI, and intelligent workflows. 1. AI Customer Support & Knowledge Assistant: Built a RAG-based AI assistant that answers questions using a structured knowledge base. Designed the system to provide relevant responses while grounding answers in provided information. Integrated conversational interaction for customer-support and internal knowledge use cases. 2 AI Lead Qualification Automation: Designed an automated workflow that receives lead information, uses AI to assess and categorize prospects, and triggers follow-up actions. Connected AI processing with automated business workflows using n8n and APIs. 3. AI Research Agent Built an agent-based workflow that breaks complex research requests into tasks, processes information, and produces structured results. Applied agent reasoning and tool-use concepts to automate multi-step research activities. 4. Multi-Agent Business Workflow Designed a multi-agent system with specialized AI roles for research, analysis, content generation, and review. Implemented task delegation and agent coordination for complex workflows. 5. Intelligent Document Assistant Built a document-based RAG application that allows users to ask natural-language questions about uploaded information. Implemented document processing, retrieval, and AI-generated responses for knowledge-intensive tasks. Technologies: OpenAI, LangChain, Hugging Face, LLaMA, Mistral, CrewAI, AutoGen, ReAct, n8n, Python, SQL, PostgreSQL, Docker, REST APIs. Specialization: AI Agents • RAG • AI Automation • AI Chatbots • AI Workflows