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nicolevgarduno/README.md

Nicole Villavicencio-Garduño

AI security researcher working on adversarial ML and data science.

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Hi! I'm a post-master's researcher at LANL's Advanced Research for Cyber Systems group where I work on adversarial AI and machine learning— mostly at the intersection of computer vision and the physical world.

I earned my M.S. in Information Security with a focus in AI Engineering at Carnegie Mellon as a Rales Fellow, and studied Applied Computer Science at Birmingham-Southern College. I'm interested in how AI systems fail in the physical world, and what that means for building ones that are actually trustworthy under adversarial conditions.

Outside of trying to break things, I am incredibly interested in supporting first-generation minorities in STEM. I am the Vice President of Operations for the NM Society of Hispanic Professional Engineers Chapter and a co-lead for the CMU Rales Alumni Network.

Happy to connect and chat about basically anything!

Tech

Python TensorFlow OpenCV Terraform Kubernetes Docker Jenkins Apache Spark Anthropic

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  1. Giving-AI-a-Headache Giving-AI-a-Headache Public

    Degrading YOLOv11 object detection by acoustically resonating camera hardware.

  2. research-agent research-agent Public

    Sends you a daily email digest of the research and news most relevant to your specified interests.

    Python

  3. StayAwake StayAwake Public

    Real-time attention & drowsiness detector

    Python

  4. GoNoGo GoNoGo Public

    CI/CD pipeline that only lets code through to an expensive downstream job if it clears a static-analysis quality gate first