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Hi there, I'm Aaron Young 👋

🔬 About Me

I'm a Software Engineer in the Architectures and Performance Group at Oak Ridge National Laboratory, where I focus on cutting-edge research in neuromorphic computing, large language models, high-performance computing, and heterogeneous computing architectures.

  • 🎓 PhD in Computer Engineering from the University of Tennessee, Knoxville
  • 💼 Currently working on neuromorphic systems, AI for HPC, and heterogeneous computing
  • 📍 Based in Knoxville, Tennessee

🌐 Connect With Me

🔭 Research Interests

  • Neuromorphic Computing: Designing spiking neural networks and specialized hardware architectures
  • Heterogeneous Compute Laboratories: Building experimental computing laboratories designed for computer science research (ExCL)
  • High-Performance Computing: Optimizing performance on heterogeneous systems
  • AI for HPC: Leveraging large language models for scientific computing (ChatHPC)
  • Heterogeneous Computing: Runtime systems, memory orchestration, and task scheduling (IRIS)
  • Hardware Acceleration: FPGA design, smart sensors, and edge computing

🛠️ Technical Skills

Languages: C/C++, Python, Rust, Bash, SystemVerilog, VHDL, Chisel, C#, Java, JavaScript, Perl, PHP, SQL, G-code
Frameworks: TensorFlow, Keras, PyTorch, MPI, OpenMP, OpenGL, Django, Jekyll
Tools: Git, Ansible, Jenkins, LaTeX, Beamer, Inkscape, Blender, FreeCAD, Docker

📈 Recent Highlights

  • 🎉 R&D 100 Award Winner (2024) for IRIS-SDK: Intelligent Runtime System for Extremely Heterogeneous Computer Architectures
  • 📝 Published multiple papers on neuromorphic computing, HPC, and AI-assisted software development
  • 💡 Contributing to ChatHPC project - building AI-assisted HPC ecosystem
  • 🧠 Developing neuromorphic systems for scientific applications including radiation detection and high-energy physics

📊 Featured Projects

IRIS-SDK

Intelligent Runtime System for diverse heterogeneous computing architectures. Winner of R&D 100 Award 2024.

ChatHPC

AI-driven code generation tools for high-performance computing workloads using large language models.

SNACC (Scaled-up Neuromorphic Array Communications Controller)

My PhD work on communications infrastructure for large-scale neuromorphic systems.

Neuromorphic Applications

  • Radiation anomaly detection systems
  • On-sensor data filtering for high-energy physics
  • Real-time combustion engine control

📚 Selected Publications

  • ChatHPC: Building the Foundations for a Productive and Trustworthy AI-Assisted HPC Ecosystem (SC 2025)
  • Neuro-Spark: A Submicrosecond Spiking Neural Networks Architecture for In-Sensor Filtering (ICONS 2024)
  • On-Sensor Data Filtering using Neuromorphic Computing for High Energy Physics Experiments (ICONS 2023)
  • A Review of Spiking Neuromorphic Hardware Communication Systems (IEEE Access 2019)

View all publications →

🎯 Career Journey

  • 2020-Present: Software Engineer, Architectures and Performance Group, ORNL
  • 2016-2020: Research Assistant, TENNLab Neuromorphic Computing Research Group, UT Knoxville
  • Summer 2015: Software Engineer Intern, Garmin International (Aviation)
  • Summer 2014: Research Intern, ORNL Manufacturing Demonstration Facility (3D printed car!)
  • Summer 2013: Engineering Intern, Siemens Medical Systems

🏆 Awards & Recognition

  • R&D 100 Award Winner (2024)
  • Bodenheimer Fellowship Recipient (2016-2020)
  • Top Collegiate Scholar, College of Engineering, UT (2016)
  • Outstanding Computer Engineering Senior (2015, 2014)
  • Tau Beta Pi Honor Society

🌟 Fun Facts

  • 🏁 Participated in One Lap of America racing events (2019, 2023, 2024, 2025)
  • 🏎️ Completed Skip Barber Racing School
  • 🍞 Sourdough bread enthusiast
  • 🧠 Passionate about building a second brain and personal knowledge management systems
  • 🎓 Studied abroad in London (Engineering program, 2013)
  • 🚗 Helped create software for the world's first 3D printed drivable car at ORNL

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