Umur Sen

- Built models to predict vital signs from face videos collected by smartphone cameras - Built models for cough recognition and its type prediction from audio recordings collected by smartphones - Worked as a team leader in multiple computer vision projects, achieved successful results as a team, and prepared detailed reports for investors

- Worked on migraine attack prediction models that notify the patient one day before the attack happens and suggest proper treatment - Developed data pipelines to mine and process the patient’s data

- Developed an end-to-end deep learning model to license plate recognition - Built a machine learning model to estimate the number of cars in a parking area according to the traffic

- Developed a serverless lambda based back-end system with Python and Kotlin - Adapted Terraform for AWS deployment

- Developed a RESTful Spring Boot Java/Kotlin backend system and server from scratch - Managed the backend team working on the microservices individually

- Responsible for managing data to create a marketplace for AI companies - Developed a RESTful Django backend system and server from scratch in AWS - Designed an AI program that gives a detailed analysis of the company about its business partnerships

- Developed software for AKBANK infrastructure applications using Java - Developed a data searcher for infrastructure layers

- Developed a native messaging application using C# - Designed, reported, and presented a detailed real-time communication system - Presented the project to a crowd including senior management of Microsoft, news reporters, and angel investors