Blog

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

Mar 20258 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.

WSIImage ProcessingPathology
Feb 20256 min

Processing Gigapixel Images Efficiently

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

PythonPerformanceImage Processing
Jan 202510 min

Designing Distributed Image Processing Pipelines

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

Distributed SystemsArchitectureRabbitMQ
Dec 20247 min

Deploying ML Models with AWS SageMaker

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

AWSMLOpsSageMaker
Nov 20249 min

Using Message Queues in Large-Scale Systems

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

RabbitMQSystems DesignBackend

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