Mahmoud Z.

In the realm of DevOps, Mahmoud demonstrates an exceptional ability to streamline software development processes through automation and collaboration. His proficiency in setting up CI/CD pipelines using tools like Jenkins, GitHub Actions, and Terraform enables teams to achieve rapid and reliable software delivery. Mahmoud's expertise extends to container orchestration platforms such as Kubernetes, where he excels in managing clusters and ensuring the scalability and availability of applications. As a cloud-native solutions architect, Mahmoud leverages his in-depth knowledge of AWS services to design and implement robust and scalable cloud infrastructures. From building serverless applications using AWS Lambda and API Gateway to deploying microservices on ECS and EKS, Mahmoud is well-versed in utilizing cloud-native technologies to drive innovation and efficiency. In the field of MLOps, Mahmoud brings a unique blend of skills in machine learning and DevOps, enabling him to orchestrate end-to-end machine learning workflows seamlessly. He leverages AWS SageMaker to build, train, and deploy machine learning models at scale, while also implementing MLOps best practices such as model versioning, monitoring, and automated pipeline orchestration. Academically, Mahmoud holds a Master's degree in Computer Vision and has published research papers on COVID-19 detection using deep learning techniques. His academic background provides him with a strong foundation in data science and machine learning, which he integrates seamlessly into his professional endeavors. Overall, Mahmoud's diverse skill set, spanning DevOps, cloud-native solutions, MLOps, and academic research, positions him as a versatile and highly valuable asset in the rapidly evolving landscape of technology. Technologies I Use : Python, NodeJS, GoLang (learning) ExpressJS, Flask, ReactJS. Git, Github, Bitbucket. PyTorch, Pandas, statsmodels, Prophet, Numpy, OpenCV, Plotly, SageMaker, LLAMA 2, PaddleOCR, prefect, mlflow, bentoml, DVC, CML, Hydra. REST, GraphQL, gRPC, SocketIO. Joi, Jsonwebtoken (JWT), OAuth 2.0. MONGODB, MySQL, PostgreSQL, MariaDB. CCNA, MCSA, RHCSA, Kubernetes, AWS, OCI, Cloudflare. Jest, Prometheus, Grafana, Loki, ELK, kiali, jaeger. EKS, OKE, ECS, Docker-Compose. Terraform, Kustomize, Helm, Ansible. Atlantis, Terraform Cloud, Jenkins, Github Actions, ArgoCD. Pritunl, Twingate. RabbitMQ, Kafka.