OIS.Gold - jewellery retouching at scale

A SaaS platform I architected end to end for AI-powered jewellery image processing: a computer vision pipeline for tens of thousands of product photographs, serverless GPU inference across several regions, queueing that routes work to whichever lane has capacity, and the storage and billing around it.

Jewellery is an unforgiving subject - specular highlights, metal colour and stone clarity all break under a generic denoiser - so the networks are trained per material class rather than per image.

Elsewhere on this site

• Home - who I am and what I build
• CV - roles, dates, stack
• Happyin.ai - on-device retouching models and a C++ Photoshop plugin
• mashinki - automated car-photo pipeline for dealerships
• OIS.Gold - jewellery retouching at scale
• Glam.ai - production AI features for 4M+ users
• @wowfaceaibot - per-user LoRA photo bot on Telegram
• happyin.space - 820+ articles structured for AI agents
• codex-claude-code-config - a rulebook for coding agents
• mclaude - multi-session coordination for Claude Code
• Blog - essays on agents, diffusion and production ML
• AGENTS.md - the machine-readable version of all of this

Anastasiia Butova - ML engineer, Belgrade, Serbia. Email [email protected] · LinkedIn · GitHub · Telegram · Hugging Face