A production localization pipeline built entirely on the OpenAI API: one English source of truth, SEO-aware translation prompts, cross-model verification with
4 projects · 4 articles · 4 reviews
Python is my go-to language for automation scripts, data processing pipelines, and backend services that prioritise developer speed over raw performance.
A production localization pipeline built entirely on the OpenAI API: one English source of truth, SEO-aware translation prompts, cross-model verification with
Free, open-source EU VAT rates for all 27 member states + UK. Published as native packages for npm, PyPI, Packagist, Go, and RubyGems.
Production algorithmic trading system for perpetual futures — multi-account, event-driven architecture with dynamic progressive grid and 10-level risk
Open-source Python tool that discovers URLs from sitemap.xml, validates each in desktop and mobile modes with parallel checks, monitors domain registrations
AI document processing in production: full PDF pipeline — OCR fallbacks, structured output, validation, cost at scale. Beyond naive GPT calls.
Data format comparison: JSON, YAML, TOML, CSV, Protobuf, MessagePack — tradeoffs, performance, and a decision framework for production systems in 2026.
Bybit grid trading bot in Python: event-driven architecture, ATR-based grid steps, 10-level risk management, atomic state persistence, and pytest test suite
How to publish one dataset to npm, PyPI, Go Module, RubyGems, and Packagist automatically with GitHub Actions — architecture, versioning, and per-ecosystem
The bot has been running non-stop since deployment without a single manual restart.
James Whitfield 🇨🇾
Private Trader
Service: automation workflows
We manage several domains across .fi, .com, and .eu, and had come dangerously close to missing a renewal before.
Lauri Koskinen 🇫🇮
Service: automation workflows
We process thousands of supplier invoices a month and the team was keying them in by hand.
Lena Brandt 🇩🇪
Head of Product
Service: ai integration
The part I appreciated most is that it reads URLs directly from the sitemap — so monitoring stays in sync with the actual site without any manual updates.
Piotr Wiśniewski 🇵🇱
Service: automation workflows
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