About
As an experienced software engineer, I have designed and implemented scalable solutions for large-scale applications. Currently, I work on AI-focused projects that provide innovative solutions in the field of data science, and also manage complex deployments in DevOps, focusing on optimizing CI/CD pipelines and cloud-based infrastructures. Leveraging my expertise in technologies such as Django, FastAPI, Flask, PostgreSQL, Docker, Kubernetes, AWS, and Redis, I continue to collaborate with agile teams to produce high-quality software. I am also actively developing projects with LLM models, LangChain, and RAG. Recently, I worked on vLLM models to process real-time camera footage and developed an alerting mechanism based on it. Looking ahead, I aim to expand my work in both AI and DevOps, focusing on providing cutting-edge solutions in these different areas.
Work Experience
Backend & AI/ML Developer | DevOps Engineer at Hybrone ↗
Istanbul, Turkey
- Participated in R&D projects, contributing to the completion of multiple TEYDEB projects with high evaluations.
- Authored and co-authored academic articles published in domestic and international journals.
- Developed chatbots using the Rasa framework, reducing technical service workload by 30% and providing 24/7 user support.
- Implemented AI-driven features such as voice and camera support for mobile apps.
- Conducted fraud detection in retail using CCTV cameras and YOLO models, achieving over 90% accuracy.
- Worked on Bluetooth and UWB-based indoor positioning systems.
- Developed facial recognition systems with custom facenet-based hybrid models, integrating them into the Hybrone platform.
- Built hybrid recommendation models for personalized user experiences.
Backend Developer at Biges ↗
Istanbul, Turkey
- Developed the backend for the company's B2B platform using Django Rest Framework, integrated with Canias ERP.
- Managed ERP interactions to provide real-time information on dealer statuses, product stocks, and technical services to end users.
- Utilized PostgreSQL for database management, Celery for task queuing, Redis for caching, and Elasticsearch for search indexing.
- Employed S3 and GCP for storage, and Docker for containerization.
- Ensured the platform's active usage by over 3000 dealers, introducing an advanced, user-friendly B2B system in the sector.
Education
Master Degree at Fırat University
Elazig, Turkey
Bachelor Degree at Fırat University
Elazig, Turkey
Writing
Market Fraud Detection with Image Processing ↗
International Conference On Emerging Sources In Science
Face Identification in Security Systems ↗
Cukurova 9th International Scientific Researches Conferance
Product Recommendation System Based on AI ↗
RDCONF International Conference on Design, Research and Development
Certifications
Certificate of Participation
IKSAD Institute
RDCONF2021 Certificate of Participation ↗
Orclever Science&Research Group