VirtualBrain
Senior Software Engineer · Freelance · Filabs
Remote · Europe
Sep 2025 - Present
RAG AI platform for private equity firms and consultants across Europe.
- Built a PPTX deck generation and editing system driven by Claude tool calling, with custom tools and automated screenshot validation, across thousands of uploaded and generated decks.
- Designed its ingestion pipeline: Redis-backed BullMQ queues split each deck, extract content, tag templates with LLM metadata and screenshots, then remerge slides as XML on generation.
- Migrated a 350 GB Elasticsearch cluster of 4M+ documents between AWS instances and redesigned its index strategy, cutting 40,000 shards to 700.
- Ran production database migrations of 5M+ rows, consolidating several parallel message sources into a unified schema.
- Node.js
- Python
- BullMQ
- Redis
- PostgreSQL
- Tailwind
- AWS
- Elasticsearch
- Claude







