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Hands-on AI Systems Architect & Senior Engineering Consultant. Creator of MCPlex, AgentLens, The Forge, and the Infinity Tech Stack ecosystem. 360K+ lines of from-scratch production systems. Autonomous agent orchestration, Rust systems engineering, and enterprise M365 security.
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 MCPlex, AgentLens, the Void 1B MoE LLM training engine, Vitalis v1333 compiler, Freedom OS, 12 free interactive AI academies, and 10+ open-source developer tools specializing in LLM systems architecture, MCP agent orchestration, Rust performance engineering, 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.
Production IT operations management & enterprise service observability platform featuring SOE/AOE service blueprints, incident telemetry, and real-time infrastructure health tracking.
Interactive UK & EU AI Act regulatory compliance checker & legal scope evaluator. Calculates risk classification, enforcement timelines, and technical requirements.
Compiled programming language built from scratch in Rust. Features Cranelift JIT/AOT code generation, Hindley-Milner static type inference, and AST-level program analysis.
12 free interactive learning platforms: Claude, OpenAI, Cursor, Bedrock, Vertex AI, Azure Foundry, Agents, Open Source AI, Power Platform, Rust Systems, Harness, and MCP.
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.
Custom x86_64 operating system kernel written in bare-metal Rust. Implements physical memory paging, preemptive multitasking, APIC timer interrupts, and a zero-dependency TCP/IP networking stack.
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 technical intro to evaluate your architecture, stack constraints, and project objectives. Immediate feasibility assessment.
Clear statement of work, architecture blueprints, milestones, tech stack selection, and flexible B2B contract terms.
Hands-on implementation in agile 2-week sprints. Daily async updates, clean PRs, automated test coverage, and transparent Git repos.
Battle-tested deployment, comprehensive docs, clean architectural knowledge transfer, and zero vendor lock-in.
Whether you need a production AI system, enterprise security, or a strategic technology advisor — let's talk.