Senior Machine Learning Engineer · Amazon (AWS AI)Mar 2024 – Present · 2 yrs 9 mos
Implemented and maintained reliable, scalable ML infrastructure supporting multiple teams and projects. Leveraged AWS technologies such as SageMaker, EC2, and Lambda to deploy ML models in production, created EKS clusters. Collaborated with data scientists to turn experiments into production-ready code and optimize model performance. Worked with ML frameworks including TensorFlow, PyTorch, and MXNet. Led design and execution of load testing for ML models, ensuring system scalability and reliability. Conducted code reviews, set coding standards, and mentored junior engineers. Developed CI/CD pipelines for model training and inference.