Joseph Carmack Email and Phone Number
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I have studied physics, mathematics, business, engineering, and computer science in my formal higher education. In general I would characterize myself as curious and driven. Although I have many interests, I am especially interested in the topic of intelligence. What is it? How does one characterize it? Are there different types? How can we harness and implement it, both in ourselves and in machines?Skill Set:-Software Development: C++, Python, Git-Scientific Computing: HPC, MPI, GPUs (CUDA), scripting (Bash and Python), Linux computing-Data Science: Statistical Analysis, Visualization, Presentation-Numerical Methods: Algorithm implementation, development, and testing. Numerical solution methods to partial differential equations (finite difference, finite volume, finite element, and spectral solution methods)-Machine Learning: Deep Learning, dimensionality reduction, cognitive architectures-Artificial Intelligence: Reinforcement Learning, Supervised Learning, and their deep learning implementations -Teaching: full-course instructor for undergraduate numerical methods course. Responsible for all course aspects including grading, testing, lectures, drill sessions, office hours for students. Also developed online teaching material for this course.-Mentoring: Undergraduate REU students, other graduate students, young men ages 12-18 as a leader in the Boy Scouts of America program-Leadership: trained and led groups of up to forty volunteers to accomplish large projects spanning 2-3 months in duration using primarily a second language (Mandarin Chinese). Led adoption and integration of modern software development tools into academic research group. Independently organized an Nvidia gpu programming workshop for students and faculty at the University of Arkansas.
Bae Systems, Inc.
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Principal ScientistBae Systems, Inc. Jun 2018 - PresentMerrimack, New Hampshire, United StatesMy work at BAE Systems is in machine learning and artificial intelligence applied to the RF domain.I've worked as the algorithm lead on several DARPA RF Machine Learning programs (e.g. DARPA RFMLS and DARPA SPiNN) to develop deep learning technologies for the RF domain that include new state-of-the-art RF Fingerprinting deep classification, deep waveform synthesis, multi-agent deep reinforcement learning for RF waveform manipulation, end-to-end LTE receiver with deep learning based signal processing kernels for interference cancellation, time and frequency offset correction, and multipath propagation channel equalization.I've been the PI for multiple internal R&D efforts to develop explainable AI for the the RF domain and enhance the robustness of RF Fingerprinting technologies using architectural inductive bias. Other significant projects include developing a framework for doing fast prototyping of deep reinforcement learning algorithms on new custom environments and then scaling those prototypes to massively parallel implementations to achieve optimal results.Much of this work has resulted in peer reviewed published research articles, conference presentations, and intellectual property. See my google scholar profile for a list of publicly released papers. There are also 4 pending patents for which I am an inventor.
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Doctoral Academy FellowUniversity Of Arkansas Aug 2013 - Jun 2018Fayetteville, Arkansas AreaI am pursuing a PhD degree under Dr. Paul C. Millett in computational materials science. My PhD research is focused on studying the self-assembly of nanoparticles suspended in immiscible polymer blends and their potential application to create thin flexible membranes with nanoparticle lined channels for use in exploiting the nanoparticles superior catalytic properties with applications in CO2 remediation, energy storage and conversion, and filtration.I use the phasefield method coupled with brownian dynamics (very similar to molecular dynamics) for my current computational modeling at the mesoscale. All our computer models are run on massive supercomputers which utilize MPI to distribute the computational work across hundreds of processors.Using computers to do science has become a passion of mine. I am currently developing my interests in machine learning and artificial intelligence with the hope of using these skills to do better science and engineering. I have learned to program GPUs, the computational work horse responsible for training machine learning algorithms. GPUs are also very capable of accelerating existing scientific codes which is another area of development for me. -
Research InternIdaho National Laboratory May 2013 - Aug 2013Idaho Falls, IdahoI worked with the fuels modeling and simulation group. Our job was to improve the fuel performance of nuclear fuel. Through high fidelity simulations performed on supercomputers we studied the complex coupled physics going on in nuclear fuel in the conditions of a nuclear reactor core. I gave an oral presentation describing the research results I obtained under the mentoring of Dr. Yongfeng Zhang at the fall 2013 Minerals, Metals, and Materials Society (TMS) meeting. -
Adjunct Physics FacultyByu-Idaho Apr 2013 - May 2013Rexburg, IdahoI taught the lecture of a 3 credit physics course. I had to organize the course, assign and grade homework, and meet with students who needed help. -
Nsf Funded Research InternBrigham Young University Jun 2012 - Aug 2012Provo, Utah AreaNSF undergraduate research internship. I worked with physicist Dr. Branton Campbell in extendeding a new data analysis technique to determine the magnetic structure of materials from experimental x-ray and neutron diffraction data.
Joseph Carmack Skills
Joseph Carmack Education Details
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3.86 Gpa
Frequently Asked Questions about Joseph Carmack
What company does Joseph Carmack work for?
Joseph Carmack works for Bae Systems, Inc.
What is Joseph Carmack's role at the current company?
Joseph Carmack's current role is Sr Principal Scientist at BAE Systems, Inc..
What is Joseph Carmack's email address?
Joseph Carmack's email address is jc****@****ark.edu
What is Joseph Carmack's direct phone number?
Joseph Carmack's direct phone number is (479) 575*****
What schools did Joseph Carmack attend?
Joseph Carmack attended University Of Arkansas At Fayetteville, Brigham Young University - Idaho.
What are some of Joseph Carmack's interests?
Joseph Carmack has interest in Learning Anything New, Reading, New Technologies, Health, Children, Education, Environment, Science And Technology, Human Rights, Fundamental Physics.
What skills is Joseph Carmack known for?
Joseph Carmack has skills like Physics, Simulations, Research, Data Analysis, Numerical Analysis, Matlab, Materials Science, Mathematica, Modeling, Spectroscopy, Scientific Computing, Science.
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