Resources
Technical articles, guides, and field notes from the JarskyLab team. Deep dives on NLP, computer vision, MLOps, and production ML systems.
Articles
- Vector SearchMay 2026 · 7 min
How to find SVG icons by description
A practical walkthrough of semantic SVG search: finding icons by meaning, similar SVG markup, and text queries.
SVGSemantic SearchEmbeddings - Vector SearchMay 2026 · 6 min
Free SVG icon search by description
How to find free SVG icons by meaning through semantic search, query examples, and category pages.
SVGIconsSemantic Search - NLPJanuary 2025 · 12 min
A guide to deploying semantic search
From embeddings to production: a practical guide to building a semantic search system for your business.
EmbeddingsVector DBRAG - Computer VisionJanuary 2025 · 15 min
Computer Vision at scale: lessons from production
How to process 100K+ images per day: architecture, optimization, and pitfalls of production CV systems.
YOLOBatch ProcessingOptimization - SecurityDecember 2024 · 8 min
PII masking: a checklist for the financial sector
A practical checklist for compliance with personal data regulations when running ML projects.
ComplianceRegulationData Privacy