Index

2024

• Shipping the Production MVP with Cloud Run Microservices
  January 5, 2024 — MLOpsCloud RunModel Serving
• Building a Western-Blot Dataset and Making Retrieval Actually Work
  January 4, 2024 — Computer VisionDataset EngineeringVector Search
• From Scientific PDFs to Searchable Evidence for Image-Integrity Checks
  January 3, 2024 — Computer VisionRetrievalData Engineering

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2023

• Productionizing SAM Segmentation: A GPU-Backed Async API on Google Compute Engine
  December 22, 2023 — EngineeringMLOpsComputer Vision
• Automated Grain Segmentation for Rock Thin Sections: From U-Net Baselines to SAM
  September 12, 2023 — ResearchComputer VisionPetrology

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2019

• Learning from the Data — How We Trained and Served NLP Models at Scale
  September 01, 2019 — Machine Learning
• Infrastructure Meets Intelligence — Serving Real-Time NLP in Memonia
  August 05, 2019 — Engineering
• From Slack to Searchable Knowledge — How We Built Memonia’s Foundation
  July 26, 2019 — Release