Machine Learning Engineer

Machine Learning Engineer to design, build, and maintain end-to-end ML pipelines; train and optimize gradient-boosting models (LightGBM, XGBoost) and TFT-based time-series models; deploy and manage ML workloads on AWS (S3, EC2, Lambda); productionize models with versioning, monitoring, and testing; write clean Python (OOP, typing) with CI/CD; collaborate with Data Scientists and business stakeholders to scale analytical prototypes to production-ready solutions.