I work on building reliable AI systems and meaningful software, turning machine learning into something practical from data cleaning to deployment.
- 🔭 Current Focus: MLOps, backend engineering and scalable AI system design.
- 🌱 Ongoing Learning: Advanced Docker workflows and cloud-native deployment practices.
- ⚡ Design Philosophy: Simple, responsible systems deliver the greatest long-term value.

