Hey! I’m a-

Software,
Process,
Systems Engineer
with 5 years of professional experience based in San Diego, CA.

Fabric8Labs (ECAM- Electrochemical Additive Manufacturing). I served as Senior Process Engineer, Senior Software Engineer, & Technical Expert. Helped architect the core manufacturing process. Deployed 4+ industrial applications including: a custom ob

Fabric8Labs (ECAM- Electrochemical Additive Manufacturing). I served as Senior Process Engineer, Senior Software Engineer, & Technical Expert. Helped architect the core manufacturing process. Deployed 4+ industrial applications including: a custom object oriented scripting language used to control ECAM and a real-time in-situ inspection & notification system (Patent Pending)

Self-Quant, a full-stack quant research platform (Python, Qt, C#, PostgreSQL, Typescript). Research futures trading strategies in a fast parallelized Python stack, build a portfolio, then deploy to live trading in NinjaTrader! Will be open sourced th

Self-Quant, a full-stack quant research platform (Python, Qt, C#, PostgreSQL, Typescript). Research futures trading strategies in a fast parallelized Python stack, build a portfolio, then deploy to live trading in NinjaTrader! Will be open sourced this year.

World's First 3D printed Axial Jet Engine. I designed and built this in High School! Click the image to watch the engine in action!

World's First 3D printed Axial Jet Engine. I designed and built this in High School! Click the image to watch the engine in action!

PINN (Physics Informed Neural Network). Pioneered the use of PINN as a surrogate model for computational heavy manufacturing simulation. https://doi.org/10.1115/detc2021-70557

PINN (Physics Informed Neural Network). Pioneered the use of PINN as a surrogate model for computational heavy manufacturing simulation. https://doi.org/10.1115/detc2021-70557

Patents & Publications

Patents

  1. In-situ Void Detection Using Deposition Maps in Electrochemical Additive Manufacturing (Patent Pending)

  2. Determining Distance from Printheads in Electrochemical-Additive Manufacturing Systems (Patent Pending)

Publications

  1. Pierce, Justin, et al. “Stochastically-trained physics-informed Neural Networks: Application to thermal analysis in metal laser powder bed fusion.” Volume 3A: 47th Design Automation Conference (DAC), 17 Aug. 2021, https://doi.org/10.1115/detc2021-70557.

  2. Chen, Jiangce, Pierce, Justin, et al. “Accelerating thermal simulations in additive manufacturing by training physics-informed neural networks with randomly synthesized data.” Journal of Computing and Information Science in Engineering, vol. 24, no. 1, 20 July 2023, https://doi.org/10.1115/1.4062852