full stack dev

Ömer Uğur  • Peerlist

Production platform leveraging autonomous AI agents for domain-specific consultation and decision support. → Multi-agent orchestration: 8 specialist agents with intent classification, autonomous handoffs, and concierge routing → 3-tier RAG architecture: general, domain-specific, and structured data knowledge bases, 7,000+ documents vectorized (768-dim embeddings, cosine similarity retrieval) → Geospatial visualization: interactive mapping with isochrone analysis triggered via natural language through custom token protocol → Admin panel: real-time agent configuration, knowledge base management with PDF chunking (512 tokens, SHA-256 dedup) → Secure access gate with time-limited authentication codes → Full edge deployment on Cloudflare Workers ecosystem Stack: Next.js 15, TypeScript, Cloudflare Workers, Custom app router, GPT-4o, Leaflet.js, shadcn/ui

AI Multi-Agent Real Estate Platform

AI CV matcher with Chrome extension. Auto-scans LinkedIn & JustJoin.it, scores job matches, provides on-demand analysis.

CareerFlex.app

GitHub: github.com/dav1lex/LLM-Bridge NPM: @dav1lex/server-llm-bridge MCP server enabling LLM-to-LLM communication through OpenRouter and Gemini APIs. Supports multi-turn conversations with 8192 token context windows. - Built dual-provider architecture for OpenRouter + Google Gemini - Implemented conversation state management for multi-turn dialogues - Published to npm with proper documentation and CLI integration - Used by devs integrating AI assistants into their workflows Stack: TypeScript, Node.js, MCP, OpenRouter API, Gemini API

LLM-Bridge MCP Server

Live SaaS platform for field operations teams, voice-first workflow management. → Whisper transcription engine (faster-whisper, large-v3, int8) handling Polish voice reports with ~15s processing on CPU → WhatsApp bot integration via Baileys with custom protocol fix → AI-powered classification: voice recordings auto-generate structured tasks via Gemini → Kanban board with drag-and-drop task management → Multi-language React SPA (PL/EN/DE), Stripe subscriptions, JWT auth → Production deployment on Railway with Docker, pre-downloaded models to eliminate cold starts Stack: Node.js, Express, React, faster-whisper, Gemini API, Stripe, Docker, Railway