ML Engineer building GenAI and ML platforms at scale.
Currently at Singapore's largest grocery retailer, where I build LLM platforms, improve recommendation systems, and computer vision solutions for creatives.
- Building production GenAI systems (LLM platforms, content generation, compliance)
- Developing AI tooling in Rust (MCP servers, CLI tools)
- Exploring on-device AI and edge ML
| Project | Description | Tech |
|---|---|---|
| atlassian-cli | CLI for Atlassian Cloud (Jira, Confluence, Bitbucket) | Rust |
| parsnip | Memory graph for AI assistants | Rust, MCP |
| gemini-mcp-rust | High-performance MCP server for Gemini | Rust |
ML/AI: Python, TensorFlow, PyTorch, LangChain, Computer Vision, NLP Backend: Go, Rust, Flask, FastAPI Cloud: GCP (Vertex AI, BigQuery, Cloud Functions), AWS (SageMaker, Lambda) Infrastructure: Kubernetes, Docker, Terraform, Airflow
- Serving ML Models Serverlessly - AWS UG Malaysia
- Practical Introduction to NLP
- goingcloudnative.dev - Cloud computing educational content
- Website: omarshabab.com
- LinkedIn: /in/omar16100