I am Muhammad Taha, an AI Engineer with 3.5 years of experience in AI/ML. I build production-ready, real-time AI/ML systems and write clean, maintainable software with clear APIs, Git/CI, basic tests, and documentation. I am AWS-certified (Solutions Architect Associate and Cloud Practitioner) and comfortable operating in AWS while collaborating closely with product and app teams. Most recently at Fenris GmbH in Aachen, I led end-to-end ML/DL model development and deployed real-time CV systems on AWS cloud infrastructure and on-premises servers for production use. I collaborated with .NET, Android, and iOS teams to integrate optimized computer vision models into on-device applications, and I coordinated labeling, data preparation, training, testing, and production rollout to deliver robust production-grade ML solutions.…I am Muhammad Taha, an AI Engineer with 3.5 years of experience in AI/ML. I build production-ready, real-time AI/ML systems and write clean, maintainable software with clear APIs, Git/CI, basic tests, and documentation. I am AWS-certified (Solutions Architect Associate and Cloud Practitioner) and comfortable operating in AWS while collaborating closely with product and app teams. Most recently at Fenris GmbH in Aachen, I led end-to-end ML/DL model development and deployed real-time CV systems on AWS cloud infrastructure and on-premises servers for production use. I collaborated with .NET, Android, and iOS teams to integrate optimized computer vision models into on-device applications, and I coordinated labeling, data preparation, training, testing, and production rollout to deliver robust production-grade ML solutions.WWWW…