Eslem Karakaş Email & Phone Number

Ankara, Turkey

Istanbul, Turkey

Tekirdağ, Türkiye

- Led a cross-functional team in the data science domain, introducing new tooling to be usable on MLOps infrastructure and establishing principles that keep developers on track from development to production by assessing whether developers obey the rules with automated CI pipelines, resulting in a steady stream of projects and enhanced client satisfaction.- Implemented state-of-the-art machine learning and deep learning algorithms through paper-to-code translation while developing… Show more - Led a cross-functional team in the data science domain, introducing new tooling to be usable on MLOps infrastructure and establishing principles that keep developers on track from development to production by assessing whether developers obey the rules with automated CI pipelines, resulting in a steady stream of projects and enhanced client satisfaction.- Implemented state-of-the-art machine learning and deep learning algorithms through paper-to-code translation while developing high-performant unified batch and streaming pipelines to make it usable by analytical applications and building robust MLOps frameworks to ensure scalable and efficient model deployment.- Developed several predictive maintenance solutions under a user-interacted platform to detect potential errors in machinery data coming from the IoT data pipeline using technologies like Apache Kafka, S3, and Redshift, driving a 10% reduction in maintenance costs.- Collaborated with enterprise architects to develop a roadmap and establish reliable architectural patterns for integration strategies and infrastructure security, focusing on vendor-managed applications and their requirements. Show less

Zürih, İsviçre

İstanbul, Türkiye