About Me

I’m a junior ML Engineer at Cyclomedia, where I work on machine learning pipelines for geospatial imagery. I’m also a Data Science and Society student, combining the theoretical foundations of data science with real-world engineering practice.

My day-to-day involves building and maintaining ML pipelines, from data ingestion and preprocessing to model training, evaluation, and deployment. I care about writing clean, maintainable code and applying solid software engineering principles (OOP, CI/CD, reproducibility) to ML workflows.

Skills: Python · PyTorch · OpenCV · ML pipelines · AWS · CI/CD · SQL · geospatial data

Contact: ritanaums@gmail.com · GitHub · LinkedIn