I started my career in backend development and developed B2B, service network and human resources projects using Django Rest Framework. In this process, I had the experience of working with complex ERP systems and integrating various databases and technologies.
Then I stepped into the field of artificial intelligence and worked on NLP and NLG and managed three different chatbots with Rasa. At the same time, I worked on face and liveness detection and trained models using technologies such as KNN, MTCNN and Caffe. I developed successful projects using models such as YOLOv5 and YOLOv7 for object detection. At the same time, I worked on customer segmentation and product recommendation with the data we obtained from the B2B platform. We published an academic publication as a team on this subject.
I joined the DevOps team and mastered Kubernetes technology. I created and installed the K8s files required for deployment and followed up with Argocd. I experienced CI/CD phases, managed projects from start to finish using Jenkins and GitHub Actions. I actively worked on CodeBuild, Route53, ECR, EC2, ACM and EKS from AWS technologies.
In all these processes, I have mastered basic technologies such as Git, GitHub, Postman, Docker. I have also frequently used Linux/Unix systems in my projects and worked effectively with project management tools such as Jira.
huseyindas Goto Github PK
Name: Hüseyin Daş
Type: User
Company: @hybrone
Bio: django developer & AI/ML
Location: Istanbul / Turkey
Blog: huseyindas.com