AWS for Industries
Author: Dr. Dastgeer Shaikh
Dr. Dastgeer Shaikh is an AI and technology leader at Genmab, with a PhD in Astrophysics, known for applying scientific rigor and an innovative mindset to scaling AI in healthcare. Dastgeer brings the full breadth of modern AI-architecture skills—spanning enterprise cloud and distributed systems, data engineering and lifecycle governance, MLOps/LLMOps, reliability and cost optimization, and cross-functional technical leadership from prototype to production. He is an active thought leader on designing AI systems that are scalable, explainable, and audit-ready, especially for high-impact scientific and healthcare use cases. His current interests include Agentic AI, LLMs, and Generative AI, with a focus on tool-using agents, RAG-based decision support, robust evaluation/guardrails, and responsible deployment patterns.
Event-Driven Digital Pathology: Governed Whole Slide Image Ingestion to Scalable Inference with Amazon SageMaker
This blog post will detail how Genmab, a leading biotech company, built an automated pipeline on AWS that handles whole-slide images from start to finish, cutting analysis time from hours to under 30 minutes per batch and reducing manual work by 80 percent. We will walk through how Genmab achieved this using AWS services and share the key lessons they learned along the way.