Skip to content

Blog

Technical writing on systems engineering, distributed pipelines, and AI infrastructure. Notes from building in production.

8 min

Understanding Whole Slide Imaging Pipelines

A deep dive into how WSI scanners capture gigapixel pathology images and the pipeline stages required to process them at scale.

  • WSI
  • Image Processing
  • Pathology
6 min

Processing Gigapixel Images Efficiently

Techniques for working with extremely large images — tiling strategies, memory management, and parallel processing approaches.

  • Python
  • Performance
  • Image Processing
10 min

Designing Distributed Image Processing Pipelines

Architecture patterns for building scalable image processing systems using message queues, worker pools, and distributed coordination.

  • Distributed Systems
  • Architecture
  • RabbitMQ
7 min

Deploying ML Models with AWS SageMaker

A practical guide to serverless model deployment on SageMaker — from training artifact to production inference endpoint.

  • AWS
  • MLOps
  • SageMaker
9 min

Using Message Queues in Large-Scale Systems

Why message queues are essential for decoupled, resilient pipelines — patterns, tradeoffs, and RabbitMQ in practice.

  • RabbitMQ
  • Systems Design
  • Backend

More articles coming soon. Get notified