Gianna Drego

Software Engineer @Myedmaster

Built a multi-agent AI system on AWS Bedrock using Claude to generate adaptive textbooks personalized for student learning.• Implemented RAG pipeline with LangChain and ChromaDB, integrating vector embeddings, semantic chunking, and automated feedback loops to improve content relevance and quality.• Bridged UI/UX gap as Frontend Developer by using AI to produce wireframes, accelerating design delivery from 7 days to 3.• Built frontend of learning platform using React and Tailwind, building dynamic interfaces to serve students.• Applied iterative prompt engineering within a RAG pipeline to optimize AI-generated textbook content for accuracy, coherence, and adaptability to student performance and common core.• Optimized Django backend performance by restructuring API endpoints, reducing MySQL query complexity via denormalization, and integrating Redis caching to prepare for high-traffic scenarios.• Collaborated with educators, product managers, and designers to gather requirements, review AI-generated content, and ensure the platform meets learning objectives and student needs.