Board Bring-Up
ARM and MIPS platform bring-up, early initialization, device quirks, and system reasoning before the full software stack exists.
Manish Klach
Systems Architecture for AI Infrastructure
52 U.S. patents. Board bring-up to HBM residency. I build runtime systems that make large models tractable.
Runtime systemsInference control, memory policy, execution paths.
Patent depth52 U.S. patents, 22 India filings in 2026.
Machine-near backgroundBoard bring-up, firmware, boot paths, CUDA, telemetry.
Current focus
Architecture-heavy systems work with public artifacts.
This site maps patents, AI infra systems, CUDA study work, writing, and project microsites into a recruiter-friendly portfolio without flattening the technical depth.
Now
Currently exploring: Hardware-enforced SRAM residency primitives for decode-bound serving and gray-failure detection in AI compute clusters.
Updated: April 2026
Systems Foundations
Machine-near work that still shapes how I think about runtime behavior.
Much of my earlier work lived close to the machine: ARM and MIPS board bring-up, boot order, firmware flows, U-Boot, and hardware-near debugging. That environment makes causality concrete.
It teaches you to think in state transitions, failure boundaries, resource constraints, and recovery paths. Software appears only after a chain of deterministic gates actually works.
That foundation still shows up in how I approach inference systems, memory movement, runtime orchestration, and control surfaces for large-model infrastructure.
Firmware & Boot Paths
Bootloader-centric workflows, recovery paths, initialization order, and low-level debugging when the machine is only partially alive.
Why It Still Matters
The same discipline maps directly to AI infrastructure, runtime control, memory behavior, and systems that need to stay legible under pressure.
Featured Work
Flagship systems, patents, studies, and public artifacts.
The fastest way to scan the body of work. Each card adds a recruiter-friendly technical summary without sanding off the underlying architecture.
Writing
Technical essays with room for the full systems argument.
Patent Record
Granted patents, recent filings, and invention-led systems work.
Named inventor across device virtualization, remote testing, telemetry, operating systems, AI infrastructure, GPU runtimes, memory hierarchies, and accelerator systems.
52U.S. patents / applications
22India filings in 2026
61+Total applications
| Year | Patent No. | Title |
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Contact
Open to architecture-heavy roles in AI infra, runtime systems, and memory subsystems.
For serious technical discussion, architecture-oriented roles, and invention-heavy infrastructure work.