Marcell Varga

Software developer and AI specialist building intelligent systems and scalable infrastructure.

Featured Work

Bilingual RAG-based knowledge chatbot for internal use across Japanese and English environments.

AI-driven workflow automation for document extraction, meeting summarization, and cross-departmental reporting.

End-to-end video encoding pipeline for a health-tech platform, from hardware specification to production deployment.

Building RAG pipelines, LLM-based OCR, agent orchestration, and model evaluation across Japanese and English environments.

Designing and shipping production systems from database to deployment, with a focus on reliability and maintainability.

CRM implementation, ERP customization, and business process digitalization for small and medium-sized enterprises.

Video encoding pipelines, automated workflows, Cloudflare Workers, and server configuration for production workloads.

A deep dive into why Astro 6 is the best framework for content-heavy sites in 2026.

1 min read

Practical patterns for building applications that run at the edge, with real-world examples from Cloudflare Workers.

1 min read

I'm available for freelance projects, consulting, and full-time opportunities.