Hamza Ali

Experience

1. Senior AI/ML Engineer

   Owned a clinical early-warning AI platform end to end, improving early risk identification by 30%. Built production LLM-powered RAG workflows and automated MLOps pipelines, accelerating model releases by 40% and reducing infrastructure costs by 28%.

   PyTorchXGBoostscikit learnLang ChainHugging Face TransformersFaissPineconeMLFlowKubeflowGitHub ActionsTerraformfastAPIDockerKubernetesSparkSQLSHAP

2. AI/ML Engineer

   Created an AI credit scoring system, improving credit risk classification by 25% and reducing manual underwriting effort by 45%. Shipped real-time scoring APIs and streamlined deployment with MLflow and CI/CD, cutting compute costs by 25%.

   XGBoostLightGBMSHAPfastAPIDockerAWSSparkPandasMLFlowCI CD

3. Machine Learning Engineer

   Developed predictive and classification models in Python, improving prediction accuracy by 18%. Built automated ETL pipelines and deployed ML services with Docker and AWS, reducing infrastructure overhead by 20%.

   Pythonscikit learnTensorFlowPandasNumPySQLFlaskDockerAWS