Ryan Peach

Ryan Peach Email and Phone Number

Cloud Technologies, Machine Learning, and High Performance Computing @ Ansys
Ryan Peach's Location
Atlanta, Georgia, United States, United States
Ryan Peach's Contact Details
About Ryan Peach

Experienced Machine Learning Researcher and AWS Architect with a demonstrated history of working in the electrical and electronic manufacturing industry. Skilled in Python Programming, Scaling Cloud Compute and Data resources, Reinforcement Learning, Model Tuning, Electrical Engineering, Time Series Data Analytics, and Robotics. Strong research professional with a Master’s Degree in Computer Science specializing in Machine Learning from Georgia Institute of Technology.

Ryan Peach's Current Company Details
Ansys

Ansys

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Cloud Technologies, Machine Learning, and High Performance Computing
Ryan Peach Work Experience Details
  • Ansys
    Senior Principal Engineer
    Ansys Mar 2023 - Present
    Canonsburg, Pa, Us
    Promoted to Sr. Principal on the Professional Track.
  • Onscale
    Director Of Cloud Devops
    Onscale Aug 2021 - Mar 2023
    Redwood City, California, Us
    Aquired by Ansys
  • Keysight Technologies
    R&D Machine Learning Researcher & Lead Architect
    Keysight Technologies Sep 2017 - Aug 2021
    Santa Rosa, California, Us
    Cloud Architect:• Built a Cloudformation stack using Docker that spins up thousands of Docker containers to train (and another to tune) models and select the best ones, turning weeks of compute into hours.• Building from scratch a Cloudformation template including lambda functions for backend API calls, databases for big data applications, ECS for container-based microservices and scalable compute.• Managed all the DevOps for the team including managing the git repo and the Jenkins CI/CD.• Designed PC cluster hardware and managed on-prem Unix, Spark, Postgres, Mongodb, and Kubernetes server.Machine Learning Research• Independently investigated almost a dozen potential ML applications at the company, providing preliminary results and feasibility studies.• Implemented large scale hyper parameter tuning systems on AWS. Some custom and others using Sagemaker. Worked with AutoML solutions.• Applied Reinforcment Learning to multiple novel problem domains using Mote Carlo Tree Search and Q Learning.• Data visualization and web-enabled dashboard creation in Tensorboard, Plotly, Dash, Tableu (similar software), Matplotlib, Altair, and Jupyter.• Wrote approximately 7 internal publications on patentable inventions, as well as giving multiple company widepresentations on my work.Leadership• Promoted from Developer to Researcher within only 1 year due to outstanding performance. Won top 10% performer every year with the company.• Interviewed over a dozen candidates within 3 years.• Onboarded 3 coworkers in Python best practices and professional software design principles.• Maintained coding standards, led code review, and led planning of development milestones.
  • Nhk Of America Suspension Components Inc.
    Electrical Engineer
    Nhk Of America Suspension Components Inc. May 2015 - Sep 2017
    • Programmed PLC’s and Yaskawa Robotic Automation.• Designed Electrical and Networking systems using AutoCAD.• HMI dashboard creation for user interaction with the machines.
  • Institute For Combustion Science And Technology
    Electrical Engineering Consultant
    Institute For Combustion Science And Technology Jan 2015 - Aug 2015
    Worked with physicists and other researchers in designing rigs for scientific experimentation.Helped design applications of Atomic Force Microscopes, Piezoelectric material, Signal Amplifiers, and Terra-hertz Lasers.
  • Applied Physics Institute
    Electrical Engineer
    Applied Physics Institute May 2014 - Dec 2014
    Designed and implemented PCB’s for both scientific and consumer purposes.Researched relevant scientific data and performed independent experimentation.Managed projects which led directly to consumer market products.
  • The Center For Gifted Studies
    Robotics Teacher
    The Center For Gifted Studies Jun 2012 - Jun 2014
    Created class curriculum based around beginner to advanced programming challenges.Managed a classroom of 30 middle-school aged students.Worked only during Summers.
  • Western Kentucky University Department Of Chemistry
    Ee Student Worker
    Western Kentucky University Department Of Chemistry Jan 2014 - Mar 2014
    Controlled local Multimeter via LabVIEW computer interface.Created VI for graphing Voltage, Resistance, & Current Density in real-time.Designed testing rig and product enclosure for solar cell design.
  • Pacific Northwest National Laboratory
    Ee Student Intern
    Pacific Northwest National Laboratory Jun 2013 - Aug 2013
    Richland, Wa, Us
    Ran discrete-time Fourier analyses, digital filtering algorithms, and statistical analyses on large time-series datasets in Python and MatLab.Suggested project direction and performed independent research.Created project reports and papers, participated in group projects as a programmer.

Ryan Peach Skills

Python Labview Robotics Electrical Engineering Programming Matlab Artificial Intelligence Machine Learning Computer Vision Motor Control Circuit Design Java C Linux Simulink Latex Data Analysis Assembly Language Signals And Linear Systems Mathematics Clojure Computer Navigation Event Management Research Computer Science Object Oriented Programming Functional Programming Open Source Development Programmable Logic Controller Plc Ladder Logic Motoman Electrical Panel Design Natural Language Processing Statistics Customer Service Critical Thinking C++ Scientific Computing Embedded Software Pcb Design Microprocessors Slam Reinforcement Learning Microsoft Office Microsoft Excel Microsoft Word Microsoft Powerpoint Deep Learning

Ryan Peach Education Details

  • Georgia Institute Of Technology
    Georgia Institute Of Technology
    Computer Science
  • Western Kentucky University
    Western Kentucky University
    Electrical Engineering & Minor In Mathematics

Frequently Asked Questions about Ryan Peach

What company does Ryan Peach work for?

Ryan Peach works for Ansys

What is Ryan Peach's role at the current company?

Ryan Peach's current role is Cloud Technologies, Machine Learning, and High Performance Computing.

What is Ryan Peach's email address?

Ryan Peach's email address is ry****@****ght.com

What schools did Ryan Peach attend?

Ryan Peach attended Georgia Institute Of Technology, Western Kentucky University.

What are some of Ryan Peach's interests?

Ryan Peach has interest in Physics, Parallel Architectures, Children, Diy, Cognitive Science, Education, Science And Technology, Human Rights, Artificial Intelligence, Computer Programming.

What skills is Ryan Peach known for?

Ryan Peach has skills like Python, Labview, Robotics, Electrical Engineering, Programming, Matlab, Artificial Intelligence, Machine Learning, Computer Vision, Motor Control, Circuit Design, Java.

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