Local LLM inference rig
Tuned for token-per-second throughput and low-latency inference.
LLM INFRA · TOKEN/S · LOW LATENCY
AI Hardware Engineer
20+ Years in Systems Architecture
If AI is going to really scale — even in extreme environments like space — we have to master the hardware first.

Location
Cupertino, CA
I build the layer everything else runs on. Twenty-three years of enterprise infrastructure — networks, broadcasts, storage, platforms — since 2023 applied to local LLMs and AI hardware, and now to spacecraft at Cosmic DynamiX.
2026 →
AI Hardware Engineer
Cosmic DynamiX · Cupertino, CA
Space · AI hardware
With the core team since the company was founded — evaluating and tuning low-power compute for spacecraft.
2019 – 2026
Founder & Consultant
kumova.net
AI · LLM
AI-driven infrastructure: local LLM environments, GPU orchestration, quantized models at the edge.
2010s
Infrastructure & CDN Architect
Billur.TV
CDN · HA
High-availability infrastructure and content delivery for large-scale digital platforms.
2003 – 2019
IT Specialist
TÜSİAD, İstanbul
Enterprise IT
Sixteen years of mission-critical infrastructure, internet-based live broadcasting and digital transformation.
2000 – 2003
Designer & Production Director
Prestige Publishing · Ulusal Kanal
Media · Design
Where the eye came from: print layout, then live television production.
AI hardware evaluation
Low-power chip architectures, kernel benchmarks, watts per token.
Local LLM & MLOps
Inference rigs, fine-tuning, RAG, vGPU and passthrough orchestration.
Infrastructure architecture
Networks, storage, virtualization — 99.9% availability for critical systems.
Broadcast & CDN
Live streaming systems, VoIP, content delivery at scale.
Tuned for token-per-second throughput and low-latency inference.
LLM INFRA · TOKEN/S · LOW LATENCY
Cost-efficient private training and deployment on owned hardware.
VGPU · PASSTHROUGH · DATA PRIVACY
Deployment strategy for energy-efficient autonomous processing.
QUANTIZATION · EDGE · POWER BUDGET
Numbers that decide whether silicon is worth flying.
BENCHMARKS · SILICON · WATT/TOKEN