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Illia Hliba

@0007254

AI Software Engineer at Natural Links (NL Tech), built a GPT publishing pipeline with classifiers that filter boilerplate and invented facts.

Moldova

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At Natural Links (NL Tech), I built a distributed publishing platform managing 166 domains and 157 live sites, with a Fastify control panel and automated DNS and cache purging across Cloudflare accounts.

I developed a multi-engine publishing system and a GPT content pipeline that generated more than 1,480 articles. A heuristic classifier filtered robotic phrasing and invented figures before publication.

I also built data ingestion and restoration pipelines using Wayback CDX and Ahrefs, restoring 2,078 pages, and developed a monetisation subsystem with HMAC-signed REST endpoints and safeguards against duplicate placements.

My recent work includes an autonomous AI video production pipeline in Python, combining headless browser control, GPT-generated scripts, ElevenLabs voice-over and FFmpeg processing. Earlier, I worked on e-commerce development, SEO and project management at prake.com.ua.

Experience

Work history, roles, and key accomplishments

AI Software Engineer

Natural Links (NL Tech)

Mar 2026 - Oct 2026 (7 months)

Built a distributed publishing platform managing 166 domains and 157 live sites, including a multi-engine build system and LLM content pipeline. Developed an autonomous AI video production pipeline with headless browser control and media processing.

Fastify SQLite Nginx Cloudflare Astro Metalsmith Eleventy OpenAI API ElevenLabs FFMPEG Puppeteer Python TypeScript NodeJS REST APIs HMAC Webhooks Background Workers Cron Docker CI CD PM2 Telegram Bot API

Project Manager

prake.com.ua

Jan 2025 - Apr 2025 (3 months)

Led the web and search workstream, including roadmap planning, prioritisation, and coordination of two developers from requirements through release.

Project Management Roadmapping Prioritization Coordination

SEO Specialist

prake.com.ua

Mar 2024 - Dec 2024 (9 months)

Owned organic search performance for the e-commerce site, including technical audits, keyword strategy, implementation, and reporting. Automated crawling and reporting tasks with scheduled scripts.

SEO Technical Audits Keyword Strategy Automation Scripting

Junior Web Developer

prake.com.ua

Jan 2023 - Feb 2024 (1 year 1 month)

Developed and maintained an e-commerce website, including front-end, catalog, filtering, cart and checkout functionality, and third-party integrations using JavaScript, Node.js, and the site backend.

JavaScript NodeJS Ecommerce Frontend Backend Third Party Integrations