Index

2026

2026

• Ten Tasks, No Solves: Reproducing Agents' Last Exam with Qwen3-VL
  September 22, 2026 -Agent EvaluationReproducibilityQwen3-VL
• Can Agents Tune Diffusion LoRAs?
  June 17, 2026 -Diffusion ModelsAutoResearchLoRA

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2024

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

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

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