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Achievement: QuickdrawAchievement: Pull Sharkx2Achievement: YOLO

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natashadonner/README.md

Hi 👋, I'm Natasha Donner

I love building things… and occasionally breaking them (on purpose, of course). I’ve been riding the AI wave since the early public days of GPT-3.5, starting out by building chatbots using RAG before it was cool, and yes, I’ve fought the legendary “why won’t this PDF extract properly?" These days I’m into securing AI systems: experimenting with adversarial attacks (pixel tweaks that confuse models), poisoning scenarios in federated learning and how to defend agains it, prompt-injections and how the . Lately I’ve also been diving into Agentic AI frameworks and building my own solutions because curiosity usually wins. Tech-wise, I’ve worked across Java, Spring Boot, SQL, Kafka, AWS, DevOps pipelines, Kubernetes (OpenShift), Terraform, and also Python, Rust, C, C#, and TypeScript. New languages don’t scare me. They’re just new puzzles. Technology is moving fast, continuous learning isn’t optional anymore if we want to build systems that are both innovative and secure. Always curious. Always building. Occasionally breaking things (responsibly)

Connect with me:

natasha donner

Languages and Tools:

arduino aws azure c docker elasticsearch figma gcp git graphql heroku java kafka kotlin kubernetes linux matlab mongodb mssql mysql nginx pandas postgresql postman python redis scikit_learn spring sqlite

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  1. one-pixel-attack one-pixel-attack Public

    Differential Evolution–based one-pixel adversarial attack on a ResNet-18 CNN, followed by implementation of an Adaptive Pixel Resilience defense.

    Jupyter Notebook 1

  2. made4you made4you Public

    Local Chatbot "Made4You" with integration to OpenAI API

    Python

  3. IS1300-Embedded-Systems IS1300-Embedded-Systems Public

    Project work for course in embedded systems

    C

  4. IV1351-Project IV1351-Project Public

    School project in Data Storage Paradigms 2022

    Java

  5. vinyl-runner vinyl-runner Public

    JavaScript