Ask About Dorosh

Production RAG system indexing 16 projects, full source code & CV. Ask anything to explore Volodymyr's engineering skills.

RAG Pipeline

Ingest & Chunk↓

Jina Embed (1024d)↓

pgvector + GIN↓

Hybrid Search↓

RRF Fusion↓

Rerank↓

LLM Stream

Tech Stack

Frontend

•Next.js 16
•React 19
•TypeScript
•Tailwind v4
•SSE Streaming

Backend & AI

•Supabase pgvector
•Jina Embeddings v3
•Jina Reranker v3
•DeepSeek (OpenRouter)
•Hybrid Search (RRF)

Infrastructure

•AWS EC2
•Nginx + SSL
•PM2 Cluster
•GitHub Actions CI/CD
•Standalone Build (~30MB)

16 projects2,100+ chunksFull source

Ask About Dorosh

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About Volodymyr's projects, tech stack, experience, or source code