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EllaFerreira/README.md

Hey, I'm Ella! 😃

Software Engineer specialising in AI/ML integration | 5 years building production systems

  • 🚀  Built GenAI chatbot serving 1,000+ monthly users
  • 🛠️  Working with AWS Bedrock, LangChain, Mastra.ai, and NestJS to create intelligent solutions
  • 📫  How to reach me: LinkedIn | Email
  • ⚡  Fun fact: I 💛 cats and I have 🐈 🐈‍⬛

🎯 What I'm Building

MCP File Assistant Workshop ⭐ Taught 40+ developers to build AI-powered file assistants using Model Context Protocol (Python + MCP SDK).

AI-Support-Chain AI chatbot using LangChain + NestJS + OpenAI for healthcare support automation with RAG pipeline.

Serverless-Bedrock-AI-Agent Serverless AI agent infrastructure using AWS CDK + TypeScript + Claude for scalable AI systems.

🌐 Community & Talks

  • 🧠 City Lead @ Build Club Brisbane – Monthly AI workshops for 40+ developers, passionate about GenAI and community knowledge-sharing
  • 🛠️ Organiser @ GDG Brisbane – Building spaces for devs to learn and grow, co-organized DevFest 2024 (100+ attendees)
  • 💜 Volunteer Instructor @ Deadly Coders – Teaching Indigenous youth coding with MIT Scratch
  • 🎤 Speaker at Connecting Horizons: Women in IT in Australia

💻 Tech Stack

AI/ML: AWS Bedrock (Claude, Titan) • LangChain • Mastra.ai • RAG • Context Engineering and more Backend: NestJS • Node.js • TypeScript • REST APIs Frontend: React • TypeScript • Next.js Cloud: AWS (Lambda, CDK, S3, DynamoDB)

Languages and Tools


I'm passionate about building AI systems that solve real-world problems and making technology accessible through education and community building 🧩

Always open to discussing AI integration, LLM applications, and community tech events!

Ella's GitHub stats

Top Langs

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  1. mcp-file-assistant-workshop mcp-file-assistant-workshop Public

    Hands-on workshop: Build your first MCP server in 45 minutes for Build Club Brisbane

    Python 5 2

  2. AI-support-chain AI-support-chain Public

    TypeScript

  3. serverless-bedrock-ai-agent serverless-bedrock-ai-agent Public

    TypeScript