👋 Hi, I’m @umberH – a Generative AI Engineer with a PhD from Macquarie University, where I explored explainability, transparency, and adaptive learning in AI systems for education.
🧠 Research & Tech Interests:
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Explainable AI (XAI) and Responsible ML
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Graph-based ML for interpretable decision-making
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LLMs + Workflow Automation with built-in traceability and storytelling
📌 Current Focus:
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Building trustworthy AI systems with explainability at their core
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Designing multi-agent LLM ecosystems for education and productivity
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Creating human-centered narratives for XAI storytelling and decision support
🚀 Open to Collaborations on:
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Transparent LLMs for education, fintech, or automation
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Graph-enhanced AI pipelines and process-aware systems
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Applied GenAI use cases with ethical and explainable design
👩💼 Leadership & Outreach:
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Former President, BigDataSociety 2023, Macquarie University
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Google Developer Student Club Lead (2022–23)
📫 Let’s connect and build better AI together. Reach out: ambreen(dot)hanif(at)(mq)(dot)edu(dot)(au) or drop a message here on GitHub or [LinkedIn].