MLOps

Proficient

Model registry, CI/CD, deployment, monitoring, and self-service tooling for data scientists.

Co-designed and co-developed a platform — spanning classic ML, LLMs, and optimisers — that a data-science department adopted as its testing and deployment standard.

Projects using MLOps

GenAI Text Mining2025 – present
A Gemini-based text-classification platform scaled from an 11-category PoC to 61 production categories, processing 1,200–3,200 records a day.
MLOps Platform2024 – present
Co-developed an internal MLOps platform adopted by data-science department as its standard for building and deploying models.