Founder of PYXIS3 — autonomous AI for infrastructure operations
London · production AI & cloud infrastructure · LLM inference serving · Kubernetes-native operations
Currently · Open source · Writing · Experience · Stack · Contact
- Founder, PYXIS3 (@pyxis3-ai) — autonomous AI that runs your cloud and data-center infrastructure operations across AWS, Google Cloud, Azure, VMware, Nutanix, and on-prem, spanning cost, capacity, reliability, security, and governance, within your guardrails. One subscription, never a share of savings.
- Senior Solutions Engineer, Seldon — the production MLOps platform: vLLM-based LLM inference and multi-tenant model serving on Kubernetes.
Author of the canonical AWS guide on decoupling RDS from Elastic Beanstalk — the same procedure AWS's official YouTube channel cites as "Watch Omar's video to learn more."
Most under @pyxis3-ai:
| Project | What it is |
|---|---|
lens |
In-cluster Kubernetes observability with in-browser kubectl exec. Vue 3 + Bun, single binary, ServiceAccount-token auth — built for ML-serving and GPU clusters. |
vllm-bench |
Throughput + latency benchmark for OpenAI-compatible LLM endpoints (vLLM, TGI, llama.cpp, Ollama). TTFT, TPOT, token throughput at percentiles. Async, two dependencies. · MIT |
llm-serving-cookbook |
Production recipes for K8s-native vLLM-first serving: vLLM-on-EKS, KEDA autoscaling, token economics, TTFT optimisation, runtime selection. · Apache-2.0 |
awesome-model-agnostic-llm |
Curated index of model-agnostic LLM tooling: runtimes, routers, evaluators, observability, standards, open weights. · CC0 |
noor |
Semantic search over the Quran + Hadith corpus. Arabic-aware multilingual embeddings on sqlite-vec. FastAPI + Vue, single Docker image. |
DisplayDisabler |
Personal — a tiny macOS menu-bar app for total display control (disable screens, Force HiDPI, EDR brightness, warmth, window transparency/PiP, keep-awake). Objective-C on private CoreGraphics/SkyLight APIs. · MIT |
- Decouple Amazon RDS instances from Elastic Beanstalk environments — AWS Knowledge Center. Canonical AWS guidance; still ranks #1 on Google for the topic, and authorship is attributed on AWS's official YouTube channel.
- How do I safely decouple an Amazon RDS instance from an Elastic Beanstalk environment? — companion AWS Knowledge Center walkthrough + video.
| Company | When | Role |
|---|---|---|
| Seldon Technologies | 2025–present | Senior Solutions Engineer — production MLOps: vLLM inference, multi-tenant serving on Kubernetes. |
| AWS · London | 2022–2025 | Solutions Architect, Industry Specialist for semiconductors — AI/ML on Inferentia, Trainium, SageMaker, Bedrock. |
| AWS · Cape Town | 2017–2022 | Cloud DevOps Engineer — authored two AWS Knowledge Center articles + the companion YouTube video. |
| Dell EMC | 2016–2017 | Storage engineering (Isilon). |
| IBM | 2016 | Cloud infrastructure. |
| OrecX, HONEST · Egypt | 2007–2012 | Earlier work. |
vLLM · Triton · Kubernetes · KEDA · Helm · Prometheus · Caddy · AWS · GCP · Azure · Python · Go · TypeScript
- PYXIS3 — pyxis3.ai
- LinkedIn — in/oabdrabo
- Email — oabdrabo12@gmail.com
- Location — London, UK




