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I'm an AI Engineer with a passion for building practical, production-grade AI systems. I focus on Machine Learning, Deep Learning, and Computer Vision to solve real-world problems, from object detection to intelligent surveillance and NLP for low-resource languages. With 3+ years of full-stack development experience, I bridge ML models with scalable backend services and user-facing applications. In my current role at Center for Advanced Solutions, I design and deploy DL models, implement robust MLOps pipelines using Docker, FastAPI, and AWS, and collaborate across teams to deliver end-to-end AI solutions.…I'm an AI Engineer with a passion for building practical, production-grade AI systems. I focus on Machine Learning, Deep Learning, and Computer Vision to solve real-world problems, from object detection to intelligent surveillance and NLP for low-resource languages. With 3+ years of full-stack development experience, I bridge ML models with scalable backend services and user-facing applications. In my current role at Center for Advanced Solutions, I design and deploy DL models, implement robust MLOps pipelines using Docker, FastAPI, and AWS, and collaborate across teams to deliver end-to-end AI solutions.

Umair Ruman

AI Engineer, Full Stack Developer, Data Scientist, +2

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I'm an AI Engineer with a passion for building practical, production-grade AI systems. I focus on Machine Learning, Deep Learning, and Computer Vision to solve real-world problems, from object detection to intelligent surveillance and NLP for low-resource languages. With 3+ years of full-stack development experience, I bridge ML models with scalable backend services and user-facing applications. In my current role at Center for Advanced Solutions, I design and deploy DL models, implement robust MLOps pipelines using Docker, FastAPI, and AWS, and collaborate across teams to deliver end-to-end AI solutions.…I'm an AI Engineer with a passion for building practical, production-grade AI systems. I focus on Machine Learning, Deep Learning, and Computer Vision to solve real-world problems, from object detection to intelligent surveillance and NLP for low-resource languages. With 3+ years of full-stack development experience, I bridge ML models with scalable backend services and user-facing applications. In my current role at Center for Advanced Solutions, I design and deploy DL models, implement robust MLOps pipelines using Docker, FastAPI, and AWS, and collaborate across teams to deliver end-to-end AI solutions.

Available to hire

I’m an AI Engineer with a passion for building practical, production-grade AI systems. I focus on Machine Learning, Deep Learning, and Computer Vision to solve real-world problems, from object detection to intelligent surveillance and NLP for low-resource languages.

With 3+ years of full-stack development experience, I bridge ML models with scalable backend services and user-facing applications. In my current role at Center for Advanced Solutions, I design and deploy DL models, implement robust MLOps pipelines using Docker, FastAPI, and AWS, and collaborate across teams to deliver end-to-end AI solutions.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Work Experience

AI Engineer at Center for Advanced Solutions

January 1, 2023 - Present

Designed, trained, and deployed deep learning models for computer vision and NLP applications. Built custom object detection systems using YOLOv8 and Faster R-CNN on proprietary datasets. Implemented scalable MLOps pipelines using Docker, FastAPI, and AWS cloud infrastructure.

Full Stack Developer at Various Roles

January 1, 2021 - January 1, 2023

Delivered 10+ production-level mobile and web applications across healthcare, IoT, and e-commerce domains. Integrated AI/ML models into backend services and user-facing applications.