Experience

Navina

• 1 - 100 Employee

• Data Scientist

  • Jan 2022 - Present

  NLP research in Healthcare and Primary Care. Developing innovative solutions that aims to structure large amounts of unstructured textual data. Focusing on document classification and information extraction using state-of-the-art modeling approaches in NLP such as transformers, from research to deployment and maintenance NLP research in Healthcare and Primary Care. Developing innovative solutions that aims to structure large amounts of unstructured textual data. Focusing on document classification and information extraction using state-of-the-art modeling approaches in NLP such as transformers, from research to deployment and maintenance



MYOR

• Türkiye
• Software Development

• Director of Analytics & Software Development

  • Jan 2021 - Jan 2022

  Led model and algorithms development lifecycle from research to deployment and maintenanceManaged outsourced SW team. Worked closely with the VP Product to plan the pipeline of MYOR’s first product and managed the web app development team

• Data Scientist

  • Jan 2020 - Jan 2021

  Designed and developed prediction models with classical ML algorithms such as random forest & XGBoost. The created models are core parts of the company’s productDeveloped a non-invasive hemoglobin measurement using CV techniques and based on a smartphone camera. Development process included design of a data collection trial, model architecture, creation of training pipeline and evaluation.