Taskin Karlar is the founder and CEO of Sector88, an AI inference and deployment platform for environments too constrained, too remote, or too critical for the cloud. Three-time CTO with deep experience in spatial data infrastructure, GPU-accelerated systems, and production AI platforms. Taskin leads the Runtime and Hub product lines and the forward-deployed engineering team that installs and hardens AI infrastructure on customer hardware across defence, space, energy, and mining.
[ Expertise ]
[ Writing by Taskin ]
How to fix vLLM OOM: the complete 2026 checklist
A step-by-step guide to diagnosing and fixing out-of-memory crashes in vLLM, from quick config fixes to KV-cache tuning to memory tiering when the model simply does not fit.
What is sovereign AI? (2026 definition, with examples)
Sovereign AI means your models, your data, and your inference stack stay under your legal and physical control. No cross-border API calls, no vendor lock-in, no covert telemetry. Here is what that actually requires in 2026.
Why We Built Sector88
From solving GPU memory crashes in production ML systems to building infrastructure that makes on-premise AI deployment actually work. The story behind Sector88.
Introducing Sector88: Memory-Efficient Inference for Constrained Hardware
Running large language models shouldn't require unlimited GPU budgets or cloud dependencies. Learn how Sector88 makes enterprise AI accessible on constrained hardware.
Talk to the team.
Scoping a deployment, exploring a partnership, or want a technical walkthrough.