Luke Mcdermott work email
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Luke Mcdermott personal email
I am a PhD Student in UCSD's ECE department focusing on Efficient Deep Learning, exploring ways to incorporate sparsity and plasticity into our models. Particularly in my PhD, I am studying scalable algorithms for model efficiency with provable guarantees.Previously at Modern Intelligence, I developed a novel multimodal computer vision model that combine state of the art self-supervised and spatiotemporal techniques for robust object detection, classification, & re-identification.
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Phd Research InternStack AvSan Diego, Ca, Us
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Ml Research ScientistModern Intelligence Apr 2023 - Dec 2024Researching self-supervised learning, object re-identification, detection, & multimodal sensor fusion to build a novel spatiotemporal architecture for multi-object tracking.Building production level machine learning pipelines for model optimization & distributed training. -
Research In Machine Learning For Particle PhysicsUc San Diego Feb 2023 - Sep 2024La Jolla, Ca, UsOptimizing deep learning models for deployment at the Large Hadron Collider's L1 Trigger. Presented "Optimizing Sparse Neural Architectures for Low Latency Anomaly Detection" at FastML 2023 in London. Published "Neural Architecture Codesign for Fast Bragg Peak Analysis" in AAAI 2023's Workshop on AI for Accelerating Science & Engineering -
Research Fellow - Cs Research Mentorship ProgramGoogle Sep 2022 - Dec 2022Mountain View, Ca, Us -
Ai Engineer InternThermo Fisher Scientific Jul 2022 - Dec 2022Écublens, Vaud, ChResearching and developing a novel structured pruning algorithm for neural networks in order to reduce computational costs of overparameterized deep learning architecture. Experience with Machine Learning pipelines with Argo, Python, and Pytorch on Kubernetes clusters
Luke Mcdermott Education Details
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Uc San DiegoMachine Learning & Data Science In The Ece Department -
Uc San DiegoMathematics And Computer Science
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West Career & Technical AcademyCybersecurity & It
Frequently Asked Questions about Luke Mcdermott
What company does Luke Mcdermott work for?
Luke Mcdermott works for Stack Av
What is Luke Mcdermott's role at the current company?
Luke Mcdermott's current role is PhD Research Intern.
What is Luke Mcdermott's email address?
Luke Mcdermott's email address is lu****@****her.com
What schools did Luke Mcdermott attend?
Luke Mcdermott attended Uc San Diego, Uc San Diego, West Career & Technical Academy.
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