Projects on Zhanyl Abdybaeva https://zhanyl-tech.github.io/projects/ Recent content in Projects on Zhanyl Abdybaeva Hugo en-us Sun, 26 Jul 2026 00:00:00 +0000 Epilog GPU Validator https://zhanyl-tech.github.io/projects/epilog-gpu-validator/ Sun, 26 Jul 2026 00:00:00 +0000 https://zhanyl-tech.github.io/projects/epilog-gpu-validator/ Drain a node for a persistently faulty GPU — and never for a transient one. Agentic ML Inference Infrastructure https://zhanyl-tech.github.io/projects/agentic-ml-inference-infrastructure/ Thu, 01 Jan 2026 00:00:00 +0000 https://zhanyl-tech.github.io/projects/agentic-ml-inference-infrastructure/ Production agentic AI infrastructure layer: autonomous systems that reason, decide, and act on real workloads using vLLM, LangGraph, and MCP. Slinky GitOps https://zhanyl-tech.github.io/projects/slinky-gitops/ Sun, 26 Jul 2026 00:00:00 +0000 https://zhanyl-tech.github.io/projects/slinky-gitops/ Slurm on Kubernetes from nothing in one command — and the auth-key rotation nobody wants to test in production. 128-GPU Distributed Training Platform https://zhanyl-tech.github.io/projects/distributed-training-platform/ Thu, 01 Jan 2026 00:00:00 +0000 https://zhanyl-tech.github.io/projects/distributed-training-platform/ Distributed ML training infrastructure for large-scale models: FSDP, gradient checkpointing, mixed precision, and cost-optimized multi-node orchestration. IB Slurm Exporter https://zhanyl-tech.github.io/projects/ib-slurm-exporter/ Sun, 26 Jul 2026 00:00:00 +0000 https://zhanyl-tech.github.io/projects/ib-slurm-exporter/ Correlate InfiniBand and RoCE counters with the Slurm job that owns them, so a slow collective can be traced to the fabric. GPU-Accelerated Volatility Surface Calibration https://zhanyl-tech.github.io/projects/gpu-volatility-surface/ Thu, 01 Jan 2026 00:00:00 +0000 https://zhanyl-tech.github.io/projects/gpu-volatility-surface/ CUDA-accelerated local and stochastic volatility surface calibration — Dupire's model, Heston, and hybrid approaches for real-time derivatives pricing. GPU Reaper https://zhanyl-tech.github.io/projects/gpu-reaper/ Sun, 26 Jul 2026 00:00:00 +0000 https://zhanyl-tech.github.io/projects/gpu-reaper/ Find wasted GPU allocations on a Slurm cluster and escalate them through alert, drain, and cancel. Slurm Scheduler Lab https://zhanyl-tech.github.io/projects/slurm-scheduler-lab/ Sun, 26 Jul 2026 00:00:00 +0000 https://zhanyl-tech.github.io/projects/slurm-scheduler-lab/ Test Slurm priority and backfill policy against a job trace before it reaches a live controller.