Iurii RoguliaIurii Rogulia
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Iurii Rogulia, senior full-stack software engineer. Professionally building software since 2001.

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VAT ID: FI29845875
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Lappeenranta, Finland 🇫🇮

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Iurii Uses: #Python

4 projects · 4 articles · 4 reviews

Python

Python is my go-to language for automation scripts, data processing pipelines, and backend services that prioritise developer speed over raw performance.

Projects

Pikkuna — AI-Powered Localization Pipeline
Pikkuna — AI-Powered Localization Pipeline
July 30, 2026
Pikkuna — AI-Powered Localization Pipeline

A production localization pipeline built entirely on the OpenAI API: one English source of truth, SEO-aware translation prompts, cross-model verification with

Stack

Python

Libraries

pytestOpenAI SDKpython-dotenvpycountry

Services

OpenAIAnthropic

Topics

AILLMPrompt Engineeringi18nLocalizationSEOAutomationTestingArchitectureCTO
eu-vat-rates-data — Free & Open-Source EU VAT Rates Dataset
eu-vat-rates-data — Free & Open-Source EU VAT Rates Dataset
February 25, 2026
eu-vat-rates-data — Free & Open-Source EU VAT Rates Dataset

Free, open-source EU VAT rates for all 27 member states + UK. Published as native packages for npm, PyPI, Packagist, Go, and RubyGems.

Stack

TypeScriptPythonPHPGoRuby

Services

GitHub ActionsnpmPyPIPackagistRubyGems

Topics

Open SourceTax/VATAutomation
Perpetual Futures Grid Trading System
Perpetual Futures Grid Trading System
October 1, 2025
Perpetual Futures Grid Trading System

Production algorithmic trading system for perpetual futures — multi-account, event-driven architecture with dynamic progressive grid and 10-level risk

Stack

Python

Libraries

pybitpandaspytestPyYAMLpython-dotenv

Services

BybitTelegram

Topics

Algorithmic TradingGrid TradingFuturesRisk ManagementCrypto
Site Pulse — Open-Source Website & Domain Health Monitor
December 11, 2024
Site Pulse — Open-Source Website & Domain Health Monitor

Open-source Python tool that discovers URLs from sitemap.xml, validates each in desktop and mobile modes with parallel checks, monitors domain registrations

Stack

Python

Libraries

requestspython-whoispytzpython-dotenv

Services

Telegram

Topics

MonitoringAutomation

Articles

AI Document Processing in Production: Full Pipeline Guide
May 7, 2026· 14 min
AI Document Processing in Production: Full Pipeline Guide

AI document processing in production: full PDF pipeline — OCR fallbacks, structured output, validation, cost at scale. Beyond naive GPT calls.

Stack

TypeScriptPython

Services

OpenAIAWS TextractGoogle Document AI

Topics

PDFDocument ProcessingArchitectureSaaS
JSON vs YAML vs TOML vs CSV vs Protobuf: Developer's Guide
April 23, 2026· 18 min
JSON vs YAML vs TOML vs CSV vs Protobuf: Developer's Guide

Data format comparison: JSON, YAML, TOML, CSV, Protobuf, MessagePack — tradeoffs, performance, and a decision framework for production systems in 2026.

Stack

TypeScriptPython

Topics

Developer ToolsData Engineering
Bybit Grid Trading Bot in Python: Architecture and Risk
April 19, 2026· 14 min
Bybit Grid Trading Bot in Python: Architecture and Risk

Bybit grid trading bot in Python: event-driven architecture, ATR-based grid steps, 10-level risk management, atomic state persistence, and pytest test suite

Stack

Python

Libraries

pybitpytestpandasPyYAMLpytzrequestspython-dotenv

Services

BybitTelegram

Topics

Algorithmic TradingGrid TradingFuturesRisk Management
Publishing One Package to Five Registries with GitHub Actions
March 27, 2026· 10 min
Publishing One Package to Five Registries with GitHub Actions

How to publish one dataset to npm, PyPI, Go Module, RubyGems, and Packagist automatically with GitHub Actions — architecture, versioning, and per-ecosystem

Stack

TypeScriptPythonPHPGoRuby

Services

GitHub ActionsnpmPyPIPackagistRubyGems

Topics

Open SourceTax/VATAutomation

Reviews

“

The bot has been running non-stop since deployment without a single manual restart.

James Whitfield 🇨🇾

Private Trader

Stack

Python

Services

Bybit

Topics

Algorithmic TradingGrid TradingCrypto

Service: automation workflows

“

We manage several domains across .fi, .com, and .eu, and had come dangerously close to missing a renewal before.

Lauri Koskinen 🇫🇮

Stack

Python

Services

Telegram

Topics

MonitoringAutomation

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

Stack

Python

Services

OpenAI

Topics

AIDocument ProcessingLLMAutomation

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 🇵🇱

Stack

Python

Services

Telegram

Topics

MonitoringAutomation

Service: automation workflows

Iurii RoguliaAvailable

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