Bence Csernak's Linkedin Analytics

AI Systems Engineering & Architecture Advanced Agentic Engineer with live and running deployed applications specializing in multi-agent orchestration, swarm architectures, and Claude Code integration for autonomous AI workflows. Claude Code & AI Orchestration - Claude Code integration with real-time token analytics and workflow automation - Multi-agent swarm architectures with intelligent task delegation - Cross-model orchestration (OpenAI, Anthropic, Groq, Sarvam) with automatic failover - Advanced prompt engineering for conditional logic and autonomous AI communication Agentic Engineering - Sophisticated multi-agent frameworks with specialized role assignment - Autonomous decision-making systems with cross-validation protocols - Swarm-based processing for distributed intelligence - Self-modifying AI systems with evolutionary algorithms Production AI Applications - 60+ healthcare AI systems serving real patients (HIPAA-compliant, 22 languages) - Enterprise automation - Real estate intelligence with GPT-4 Vision analysis - Advanced RAG with vector databases (Supabase, Neon, Pinecone, Chroma, Weaviate) Technical Architecture - Next.js/React/TypeScript with PostgreSQL/Supabase backend - WebAssembly + Rust for high-performance AI computations - Real-time systems with sub-3-second optimization - Enterprise deployment with microservices and edge computing Research & Innovation - AGI emergence detection with multi-source monitoring agents - Neural network-inspired autonomous creative frameworks - Information foraging systems with iterative hypothesis refinement - Experimental self-organizing AI systems Advanced Capabilities Agentic Fluency: Native AI communication using conditional logic and pseudo-code patterns for reliable autonomous operation Swarm Architecture: Distributed AI systems where specialized agents collaborate with minimal human intervention Production Orchestration: Enterprise-grade workflow coordination across multiple models and systems with robust monitoring Combines pragmatic engineering with cutting-edge AI research, building production-ready systems that validate ideas quickly then scale to serve real users in regulated industries.