MLOps Engineer · Microsoft · MSc AI (St Andrews)
I build production ML systems — feature stores, training pipelines, model serving, monitoring loops. Currently focused on LLMOps: taking large language models from prototype to production with proper observability and evaluation.
🔧 AzureMLOpsInProduction — End-to-end MLOps with Azure ML SDK v2. Training pipelines, model registry, deployment automation.
- GrannyProgramming/remnote-flashcard-generator — 🧠 AI-powered flashcard generator for RemNote. Transform YAML content into optimized spaced repetition cards using LLM technology. Supports multiple card types, hierarchical structure, and RemNote-native formatting. (9 months ago)
- Contributing to MLflow (GenAI tooling)
- Building reference implementations for MLOps patterns
- Writing at themlopspundit.com
Tools & Certifications
| Category | Tools |
|---|---|
| Languages | Python, SQL, JavaScript |
| ML Platform | Azure ML, Databricks, MLflow, Kubeflow |
| Infrastructure | Kubernetes, Terraform, Bicep, GitHub Actions |
| Data | DVC, LakeFS, Feast, Delta Lake |
| Monitoring | Prometheus, Azure Monitor, Evidently |