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Creator of MCPlex, AgentLens, The Forge, and the Infinity Tech Stack ecosystem. 360K+ lines of from-scratch AI systems. Enterprise M365 security. Agent orchestration. Polyglot mastery across 30+ languages.
Bart Chmiel is a UK-based Principal AI Architect and Enterprise Systems Engineering Consultant with 360K+ lines of production code written from scratch. He is the creator of the Void 1B MoE LLM training engine, Neuromantix AGI research, Vitalis v1333 compiler, Freedom OS, 11 free interactive AI academies, and 10+ open-source developer tools specializing in LLM systems architecture, MCP agent orchestration, and enterprise Microsoft 365 security.
From kernel-level systems to enterprise AI: end-to-end architecture and delivery
End-to-end design for autonomous AI systems. Model selection, RAG pipelines, vector databases, agent orchestration, and production deployment across 360K+ LOC.
Production-grade Model Context Protocol servers and multi-agent control planes. Built MCPlex and AgentLens from scratch.
Full Microsoft 365 tenant administration, Entra ID, Defender, compliance policies, DLP, and enterprise security posture management.
Rust + Python + TypeScript systems built for performance at scale. FastAPI backends, Next.js frontends, real-time monitoring dashboards.
Deep integration with Anthropic Claude, Microsoft Copilot Studio, and Power Platform. Custom prompt engineering and enterprise AI assistants.
Domain-specific languages and optimising compilers. Cranelift JIT, SIMD vectorisation, and quantum-inspired optimisation algorithms.
Polyglot mastery built across 360K+ lines of production code, compilers, and AI platforms
Production systems, open-source tools, and learning platforms — every line written by hand
From-scratch LLM training & inference engine written in pure Rust + CUDA. Features a 12-expert Mixture of Experts architecture, Top-2/Top-4 router, 32K BPE tokenizer, and 9,500 tok/s GPU throughput.
Proprietary self-conscious AGI research project & core cognitive engine featuring continuous memory synthesis, goal-state reasoning, and autonomous task execution.
Interactive UK & EU AI Act regulatory compliance checker & legal scope evaluator. Calculates risk classification, enforcement timelines, and technical requirements.
Self-hosting compiled programming language built from scratch in Rust. Features Cranelift JIT/AOT code generation, Hindley-Milner type inference, and genetic code evolution.
11 free interactive learning platforms: Claude, OpenAI, Cursor, Bedrock, Vertex AI, Azure Foundry, Agents, Open Source AI, Power Platform, AI Teletext 100, plus Zero-to-Hero.
10+ free production web tools: Infinity Signal (20-indicator trading dashboard), Forge SEO, ResumeForge, ColorForge, SchemaForge, JSONForge, ReadmeForge, CostForge, PromptForge, Claude Toolkit, OpsForge.
Security-first MCP smart gateway in Rust — semantic tool routing cuts context overhead 70-90%, with constant-time auth, server-verified RBAC and a live security dashboard.
Chrome DevTools for AI agents & agentic AI factory — real-time WebSocket tracing of tool calls, token usage, decision trees, and multi-model evolutionary pipelines.
Bare-metal Rust operating system kernel with TCP/IP stack + sovereign ITOM / ServiceNow alternative featuring SOE/AOE service blueprints and incident telemetry.
Driving transformation across enterprise environments — from security to AI adoption
Drove AI integration across enterprise platforms, enabling multi-million user engagement with intelligent automation and LLM-powered workflows.
Administered Microsoft 365 tenant security — Entra ID, Conditional Access, Defender suite, DLP policies, and regulatory compliance frameworks.
Built custom automation frameworks combining Power Platform, Python, and AI agents — eliminating manual processes and reducing operational overhead at scale.
Developed bespoke agent orchestration systems for team productivity — custom LLM integrations, tool pipelines, observability dashboards, and agentic CI/CD.
30+ languages and technologies mastered across every paradigm
Structured delivery from discovery to production handoff
30-minute deep-dive into your architecture, constraints, and objectives. I assess feasibility and outline a high-level approach.
Detailed technical proposal with system diagrams, stack recommendations, risk assessment, and phased delivery milestones.
Agile 2-week sprints with daily async updates. Full transparency with shared repos, CI/CD dashboards, and staging environments.
Deployment, documentation, knowledge transfer, and optional ongoing support retainer. Your team owns the code fully.
Whether you need a production AI system, enterprise security, or a strategic technology advisor — let's talk.