Ali Almansouri

With over 8 years of experience in the AI and machine learning domain, I specialize in delivering innovative solutions that leverage advanced technologies such as Generative AI and algorithm optimization. My journey has been marked by a commitment to enhancing the precision and relevance of AI outputs, particularly in clinical settings. At GeneDx, I led the design and deployment of clinical summarization pipelines, utilizing large language models and retrieval-augmented generation techniques to significantly improve the quality of generated summaries.

My professional experience spans various roles where I have developed and productionized models for anomaly detection and predictive analytics. At Datadog, I engineered high-performance model scoring APIs and orchestrated CI/CD pipelines, ensuring seamless integration of machine learning services into operational workflows. My technical expertise includes deploying ML models, fine-tuning large language models, and automating workflows using AWS SageMaker and MLflow. I thrive in collaborative environments, working closely with cross-functional teams to define data formats and operational SLAs for machine learning services.