Burhan Keles, Software Engineer

About me 

Software Engineer at ICterra Information and Communication Technologies, working across software licensing and healthcare projects. Holds a B.Sc. in Software Engineering from Atılım University, graduated second in class. Native in Turkish with B2-level English proficiency. Passionate about delivering quality software, collaborating with diverse teams, and continuous learning. 

Detailed Experience

ICterra Information and Communication Technologies Inc.

Software Engineer – Software Licensing Team (client: Mitel) (01.2025-Present)

• Design and develop Java-based licensing solutions.

• Diagnose and resolve customer issues on the licensing platform.

Software Engineer – Healthcare & Life Sciences Team (09.2024-Present)

• Create and maintain software documents for the EU-funded POC4TRIAGE project.

• Develop and modify software architecture of the EU-funded POC4TRIAGE project.

• Developed a backend service for predicting mammography classifications and integrated it with an open￾source DICOM Viewer.

• Containerized all steps that are required for training and validating deep learning models with Docker.

• Developed PACS query-retrieve services.

• Modified an open source Java based test automation tool.

Software Developer – Healthcare & Life Sciences Team (07.2023-09.2024)

• Learned basic concepts of deep learning and machine learning.

• Researched state-of-the-art deep learning methodologies in the medical image processing field.

• Fine-tuned deep learning models for classifying mammography images as malignant or benign.

• Fine-tuned deep learning models for classifying breast density using mammography images.

• Created training, testing and validation datasets from raw text-based excel reports.

• Developed a backend service to process doctors' operation recordings and transcribe them into text 

using AWS Medical Transcribe.

• Designed an MLOps pipeline for the mammography classification deep learning models.

• Developed Docker containers to host all services used in the projects.

Oruba Technology & Innovation Inc.

Software Developer (07.2022-03.2023)

• Developed a frontend service for a project using the VueJS framework.

• Developed a backend service for a project using the FastAPI framework.

• Designed and implemented CI/CD pipelines using Gitlab agents.

• Integrated a reverse proxy service using Traefik tool.

• Docker used to develop and deploy services.

• Learned the basics of the Linux operating system.

Tosyalı Toyo Inc.

Software Engineer Intern (08.2021-09.2021)

• Developed a stock control application using Windows Forms and MSSQL.

• Acquired knowledge about integrated systems.

Open-source Projects

• https://gitlab.com/burhankeles/burhankelesweb - A chatting application developed using FastAPI and VueJS. Docker was used for both development and production. Traefik was used to add SSL and reverse proxy.

• https://github.com/burhankeles/dl-traffic-signs - Created a high-performing deep learning code for precise traffic sign classification, utilizing a publicly available dataset of Chinese traffic signs.

• https://gitlab.com/burhankeles/javawebapp - Chatting backend application developed with Java Spring Boot framework.