Reference Point Specification
Research Paper
Experience
More →Data Scientist / MLOps · Company Name
Built ML pipelines and model monitoring for retail demand / stockout risk.
- Trained and deployed classification models with MLflow tracking.
- Implemented data validation and reproducible dataset versioning.
Research · University / Lab
Optimization research in multi-objective combinatorial problems.
- Designed permutation-based evolutionary operators.
- Evaluated algorithms on benchmark instances with statistical validation.