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Dylan Bates is listed as Research Engineer at EdgeRunner AI, based in Hartsville, South Carolina, United States. AeroLeads shows a work email signal at coker.edu and a matched LinkedIn profile for Dylan Bates.
Dylan Bates previously worked as Research Fellow, Teaching Assistant, and Project Judge at The Erdős Institute and Clinical Assistant Professor, Mathematics at Coker University. Dylan Bates holds Doctor Of Philosophy - Phd, Applied Mathematics from North Carolina State University.
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I am a Machine Learning expert, with PhD in applied math from NC State University. I am currently working as a Research Engineer at EdgeRunner AI, using state-of-the-art techniques to extract actionable insights from data. My dissertation focused on machine learning, specifically using a variety of virtual reinforcement learning algorithms to balance a real inverted pendulum. I am looking to pursue a career where I can use my problem solving skills and enthusiasm for machine learning to tackle the challenging problems of today, and develop smarter solutions to the problems of tomorrow.What do you need to know about me?- Collaborative researcher: I have lead research teams using computer vision, natural language processing, reinforcement learning, and unsupervised learning to come up with unique solutions to cross-functional problems.- Award-winning scientific communicator: I have been Instructor of Record at three different universities, and have presented my research at local seminars and international conferences to a variety of technical and non-technical audiences.- Dedicated athlete: I represented Team Canada at the ITU Triathlon World Championships in Beijing, China, and recently ran Boston Marathon, finishing in the top 9% of competitors.- I achieved my 2nd degree black belt in Tae Kwon Do after after 6 years of training, and bring that same level of motivation to my work.Specialties: Machine learning, data science, computational modelingContact: dwgb93@gmail.com
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-Collaborated with both Engineering and Research teams to develop and build out air-gapped generative AI models, including EdgeRunner Tactical: the top performing 7B parameter LLM in the world.-Spearheaded advanced training and optimization of Low-Rank Adapters (LoRAs) for diffusion models (SDXL, FLUX) and low VRAM solutions, enhancing model efficiency.
-Participated in The Erdős Institute's Spring and Fall 2022 Data Science Boot Camps, covering Python, machine learning, and quintessential data science techniques-Served as a five-time Teaching Assistant, guiding other fellows through a dozen synchronous problem solving sessions covering material from lectureSpring 2022: -Lead a team to complete a top 5.
Hartsville, South Carolina, United States
-Director of the Center for Quantitative Literacy, Coker's math tutoring center-Math Program Coordinator and Course Coordinator for MAT-103 (Quantitative Literacy), MAT-203 (Intro to Statistics), MAT-220 (History of Math), MAT-230 (Precalculus), MAT-232 (Calculus II), and MAT-250 (Mathematical Reasoning)-Mentored students with mathematical modeling.
Raleigh, North Carolina, United States
As the Graduate Services Assistant for the Center for Research in Scientific Computation.I ran the CRSC research lab on campus, maintaining the equipment, assisting faculty with collecting experimental research data, and assisting students with mathematical modeling, alongside my own research in the lab.I mentored three students as part of the Global.
Raleigh, North Carolina, United States
I taught a variety of live and virtual classes, including Math 242 (Calculus III), and Math 131/231 (Calculus for Life and Management Sciences A/B). Responsibilities include up to 8 hours of lecture per week, creation of quizzes, homework assignments, and tests; and office hours.
Raleigh, North Carolina, United States
I graded, reviewed material, administered quizzes, and prepared students for homework and tests. I also lead recitation for Math 242 and Math 131, which involved reviewing material with smaller groups of students, and going over practice problems to prepare for exams.
Columbia, South Carolina, United States
I taught Math 142 (Calculus II), Math 115 (Precalculus) and Math 111 (Basic College Mathematics). Responsibilities include 4-6 hours of lecture per week, creation and grading of quizzes, homework assignments, and tests; and office hours. I also worked as a Teaching Assistant from 2015-2016 for Math 142 (Calculus II), which included Maple labs, reviewing.
Hartsville, South Carolina, United States
Once a week, I taught a computer science or robotics course at the local high school through PULSE, which is designed to improve academic achievement and personal development of students. I oversaw tests, administered and provided assistance with labs, and ensured that students understand the workings of the programming language.
Raleigh, North Carolina, United States
Working with a team of graduate and undergraduate researchers at the Developer Liberation Front, I helped create a social screencasting system. Performing original research, I wrote a paper entitled Recommending More Efficient Workflows to Software Developers, which was submitted to and accepted at the SPLASH Student Research Competition in Portland.
Hartsville, South Carolina, United States
Summer 2012: Seeking to improve placement outcomes, I used data mining to determine if there was a correlation between high school GPA and success in various math classes. Later, I used item response theory to determine which questions best differentiate between students of low and high abilities to come up with a better placement test. An unsurprising.
Thesis: Virtual Reinforcement Learning for Balancing an Inverted Pendulum in Real Time Advisor: Dr. Hien Tran
Activities and Societies: Preparing Future Faculty Credential with DistinctionThesis: Subdivision of Measures of Squares Advisor: Dr..
Activities and Societies: Dean's Commendations, Cross Country Captain, Computer Science and Mathematics Club - President, Astronomy Club.
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Dylan Bates works for EdgeRunner AI.
Dylan Bates is listed as Research Engineer at EdgeRunner AI.
AeroLeads has found 1 work email signal at @coker.edu for Dylan Bates at EdgeRunner AI.
Dylan Bates is based in Hartsville, South Carolina, United States while working with EdgeRunner AI.
Dylan Bates has worked for Edgerunner Ai, The Erdős Institute, Coker University, North Carolina State University, and University Of South Carolina.
You can use AeroLeads to view verified contact signals for Dylan Bates at EdgeRunner AI, including work email, phone, and LinkedIn data when available.
Dylan Bates holds Doctor Of Philosophy - Phd, Applied Mathematics from North Carolina State University.
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