Pragmatic frameworks, real-time closed loops, and systems architecture by Aram Goganian.
Why traditional wheel building is failing modern carbon rims, and how digital twin technology is bringing 0.1mm precision to the workshop.
Aram Goganian
Senior Automation Manager & LinkedIn Learning Instructor
How software engineering, algorithmic automation, and agentic workflows at Schneider Electric are transforming electrical grid physics and resilience.
How conveyor accel/decel physics, optical timing registration, digital twins, and real-time unified datasets pave the way for agentic industrial operations.
Bridging human biomechanics and aerodynamic composite engineering: developing the 2,000W Ergobike stationary frame and custom cockpits for Rio 2016.
An engineering autopsy of composite failure mechanisms and how 3,000 repaired frames informed custom carbon fiber bicycle manufacturing.
A comprehensive guide to scaling custom manufacturing using the 5D Framework: Design, Develop, Data Log, Drive, and Deliver.
How our NSF SBIR research produced AyoWork, an agentic industrial operating system bridging disconnected factory machines, CAD schemas, and commercial ledgers.
How we leveraged NVIDIA Omniverse to build virtual factory configurations and optimize custom carbon composite production pipelines.
How we transformed Autodesk Fusion 360 into a live Design Origin schema, feeding AyoWork edge devices and Omniverse digital twins without version drift.
How we used NVIDIA Omniverse, OpenUSD, and real-time RTX simulation to model factory layouts, ergonomics, and material kinematics before cutting concrete.
How we codified 15 years of artisan composite fabrication and parametric CAD into scalable LinkedIn Learning courses for global enterprise engineering teams.
Architecting the Lenovo ThinkStation P620 with AMD Threadripper PRO, 8-channel ECC memory, and RTX A6000 for zero-bottleneck multi-physics engineering.
How AI topology optimization in Ansys Discovery eliminated material mass while maintaining 45G retention force in the 3D-printed Predator Genius Cage.
How we used NVIDIA Omniverse and Material Definition Language to render photorealistic carbon fiber textures and reflections in real time.
How small hardware startups can leverage Ansys simulation programs to decrease R&D costs and accelerate product validation loops.
How we replaced late-stage CAE bottlenecks with real-time GPU modeling in Ansys Discovery, orthotropic composite FEA in Mechanical, and transient DES in Fluent.
How we used NVIDIA GPU-accelerated computation to run real-time CFD and structural simulations, bringing advanced composite manufacturing in-house.
Empirical workstation benchmarks of the NVIDIA RTX A6000 Ampere 48GB GDDR6 ECC GPU across Ansys Discovery, Fluent CFD, and KeyShot ray tracing.
How the integration of Autodesk Fusion 360 and Ansys simulation tools eliminates data transfer friction and accelerates product validation loops.
How we used cloud-based generative design in Autodesk Fusion 360 to engineer a lighter, stiffer rear dropout component for track racing.
How uniting T-Splines, parametric wireframe skeletons, and multi-axis CNC CAM in Autodesk Fusion 360 eliminated the custom composite tooling bottleneck.