Matthew Denton's Location
New York, New York, United States, United States
Matthew Denton's Contact Details
Matthew Denton work email
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Matthew Denton personal email
n/a
About Matthew Denton
Not currently looking for new roles. Thanks :)
Matthew Denton Work Experience Details
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Research EngineerGoogle Deepmind Sep 2024 - PresentLondon, London, GbFoundational Research -
Machine Learning EngineerSnap Inc. Mar 2022 - Jul 2024Santa Monica, California, UsPerception (2022-2023) and GenAI (2024)• Technical Lead for on‐device machine learning framework for real‐time inference in C++• Reduced latency of critical computer vision pipeline from 40ms to 12ms• Trained, optimized, and launched on‐device code decoding model• Deployed distilled CLIP model in CoreML and TFLite• Compressed models using fp16, int8, and dictionary quantization schemes • Mentored junior engineers and interns in on‐device ML -
Senior Software EngineerLuminous Computing Aug 2021 - Jan 2022Mountain View, California, Us• HW/SW Co‐design for large‐scale DNN training on emerging photonic systems• Optimized performance of large DNNs (BERT, DLRM) in Python and C++• Evaluated multiple architectures and process nodes for upcoming tape‐out -
Graduate Research AssistantGeorgia Institute Of Technology Aug 2019 - Jul 2021Atlanta, Georgia , UsSynergy Lab under Dr. Tushar Krishna -
Gpu Design Verification InternApple Jan 2020 - May 2020Cupertino, California, Us• Applied machine learning techniques to design verification• Implemented LSTMs, Transformers, and MLPs in PyTorch• Leveraged Gaussian mixture models using scikit‐learn -
Deep Learning Performance Swe InternNvidia May 2019 - Aug 2019Santa Clara, Ca, UsTensorRT• Developed TensorRT-accelerated 3D convolution and deconvolution for TensorFlow • Demonstrated 6x inference speedup for V-Net medical imaging on GPU• Profiling CUDA and C++ code -
Head TaGeorgia Institute Of Technology Jan 2019 - May 2019Atlanta, Georgia , Us• Awarded 2019 Outstanding ECE Graduate Teaching Assistant• Devised homework assignments and class projects in C and VHDL• Conducted in-class lectures as well as weekly recitation• Covered data paths, performance, pipelines, caches, virtual memory, scheduling, coherence, concurrency, and power
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Graduate Teaching AssistantGeorgia Institute Of Technology Aug 2018 - Dec 2018Atlanta, Georgia , UsECE 3056 - Architecture, Concurrency, and Energy in Computation• Recitation, Office Hours, Grading
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Gpu Architecture InternNvidia May 2018 - Aug 2018Santa Clara, Ca, Us• GPU Architecture for Graphics, HPC, and Deep Learning• Memory Access Pattern Studies• Binary Instrumentation• CUDA• Big Data with Python and Pandas
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Undergraduate Research AssistantAuburn University Aug 2016 - Apr 2018Auburn, Al, Us• Examined current-induced barrier breakdown of superconducting Nb/Al-AlOx/Nb Josephson Junctions for use with RSFQ digital logic • Designed PCB in KiCad to facilitate automated thermal testing of Josephson Junctions• Wrote Python scripts to automate device testing using GPIB• Simulated superconducting digital circuits using wrSpice -
Research InternMit Lincoln Laboratory May 2017 - Aug 2017Lexington, Ma, Us• Investigated electromigration of hydrogen cations in niobium superconductors• Characterized behavior of Adiabatic Quantum Flux Parametrons (AQFP) for superconducting digital logic• Wrote MATLAB code to control GPIB instruments for data measurement and analysis -
Software Engineering InternBentley Systems Jan 2016 - May 2016Exton, Pa, Us• Designed a front-end notification system for the Bentley Connect Portal, where notifications were retrieved using a RESTful API and displayed using JavaScript (jQuery) and CSS (Bootstrap)• Implemented a guided tour feature for the Connect homepage using Hopscotch JS framework -
Software Engineering InternBentley Systems May 2015 - Aug 2015Exton, Pa, Us• Created a Python script to systematically generate a website for the distribution of Bentley Mobile apps• Served the most up-to-date iOS and Android apps to Bentley users without the need of a proprietary app store
Matthew Denton Education Details
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Georgia Institute Of TechnologyComputer Engineering -
Georgia Institute Of TechnologyMs Thesis
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Auburn UniversityElectrical And Computer Engineering
Frequently Asked Questions about Matthew Denton
What company does Matthew Denton work for?
Matthew Denton works for Google Deepmind
What is Matthew Denton's role at the current company?
Matthew Denton's current role is Research Engineer at Google DeepMind.
What is Matthew Denton's email address?
Matthew Denton's email address is ma****@****nous.co
What schools did Matthew Denton attend?
Matthew Denton attended Georgia Institute Of Technology, Georgia Institute Of Technology, Auburn University.
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