AI Automation, Data Scientist, Data Engineer, Educator

Portfolio Category

RAG

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AI-Powered Educational Content Pipeline

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An end-to-end system for generating, organizing, and delivering educational content using modern AI tools — covering text, images, audio, and video production, alongside intelligent assistants for content retrieval and lead capture. What the System Does Technical Stack Layer Tools Workflow orchestration n8n (self-hosted, Hetzner) LLMs Gemini 2.5 Flash, Grok 4.1 Fast, Perplexity API Text-to-speech Google …

Course-Specific AI Study Assistant: Integrating RAG, AWS, GitHub CI/CD, and Docker

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This project combines Retrieval-Augmented Generation (RAG) with AWS for scalability, GitHub CI/CD for automation, and Docker for deployment reliability. It’s a practical dive into AI and DevOps that’s transforming education. Check out the full story on Medium: Read the article from developers’ perspectives, Read the article from educators’ perspectives. Github: https://github.com/shj37/medical_aws_CICD