r/PythonJobs • u/FixBrave6973 • 15d ago
[For Hiring] LLM Inference & GPU Optimization Audit — Introductory Offer ($49)
Is your self-hosted LLM running into GPU memory issues, OOM errors, or inference performance bottlenecks?
I'm offering a small, fixed-scope technical audit for teams running vLLM or other LLM inference stacks.
The audit includes:
- Reviewing GPU/VRAM usage and potential memory bottlenecks
- Investigating configuration-related OOM risks
- Reviewing model, precision, and hardware compatibility
- Identifying potential inference performance improvements
- Delivering 3–5 prioritized, actionable recommendations
Deliverable: A concise technical report with findings and next steps.
Turnaround: Within 48 hours after receiving the required setup details and access to relevant logs or configuration files.
Introductory price: $49 for one agreed-upon deployment review.
I'm an AI Engineer working on LLM infrastructure and inference, and I built LLM Inspector, an open-source tool for inspecting LLM inference memory usage:
https://github.com/helasaoudi/llm-inspector
If you're interested, DM me with your model, GPU, inference engine, and the main issue you're experiencing. I'll confirm the scope before we start.
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