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AiMedic

1️⃣ DevOps / MLOps Engineer​

Full-time 🗓️ Mar 2022 - Present 📍 Tehran, Iran

Tasks & Achievement​

CI/CD​

Designed and implemented CI/CD pipelines using GitLab-CI for multiple projects, reducing deployment time by 30%.

Infrastructure as a Code​

Utilized Ansible for configuration management and automation of infrastructure tasks, resulting in improved efficiency and reliability of the infrastructure.

Docker​

Dockerize Python, AI, Back-End, and Front-End projects.

MLOps​

Worked closely with data scientists and ML engineers to deploy machine learning models in production using TensorFlow and Docker.

Labeling​

Developing a Python package to handle data pipelines designed for communication with XNAT, a tool for labeling medical data.

Monitoring​

Monitoring service requests, resource usage, and logs using tools such as Grafana, Prometheus, and Loki.

Development Platform​

Acted as the GitLab administrator for the company, responsible for maintaining and updating the system to ensure optimal performance and functionality.

2️⃣ ML/MLOps Engineer​

Part-time 🗓️ Nov 2021 - Mar 2022 📍 Tehran, Iran

Tasks & Achievement​

AI developer​

Develop an AI model to detect lung in CXR images.

Back-End developer​

Working w/ Back-End Web Development tools like FastAPI & Flask.