Production Model Context Protocol server exposing tools, resources and prompts for LLM agents. Claude and GPT-4 connect to access real-time data and chain multi-step reasoning.
Online validator for MCP tool, resource and prompt schemas. Validates structure, required fields and type correctness against the MCP spec in real-time.
Open-source OpenID Connect provider. Full OAuth 2.0 + OIDC spec compliance, dynamic client registration, PKCE, token introspection and refresh token rotation.
Computer vision pipeline using YOLO v8 + ONNX Runtime for real-time object detection and classification. Runs inference at edge on browser via WebAssembly.
BERT-based NER and intent classification pipeline. Fine-tuned on domain-specific corpora for enterprise chatbot routing with >94% accuracy on multi-class classification.
Real-time uptime and performance dashboard for all immanuel.co services. Tracks response times, SSL expiry, status codes and availability across every subdomain.
Multi-class text classification pipeline using ML.NET SDCA with OVA decomposition. Classifies support tickets, routes incidents and predicts SLA breach risk.
This page — a hardware-accelerated WebGL + CSS 3D showcase built with Three.js, UnrealBloom post-processing, cinematic camera, rain, lightning and drone effects.
On-device LLM inference agent using ONNX Runtime + quantized Phi-3 Mini. Runs locally in browser via WASM SIMD — zero cloud latency, full privacy preservation.
Started in enterprise software development: ERP systems, COM+ components, distributed architectures. Built the habit of shipping production code that stays up.
Transitioned to cloud-first architecture — Azure early adopter, SOA design patterns, REST API governance and distributed messaging systems at enterprise scale.
Deep-dived into identity and security: OAuth2/OIDC implementation, Zero Trust architecture, penetration testing. Authored the open-source ARK OIDC Server.
Pivoted into applied ML — computer vision pipelines, NLP classification, on-device inference. Built production AI systems for healthcare, retail and fintech clients.
Early adopter of LLM orchestration: LangChain, Claude API, GPT-4 tooling. Built MCP servers exposing enterprise data and business logic to AI agents at production scale.
Open-source contributions, the immanuel.co ecosystem, and a mission: bringing 25 years of enterprise-grade engineering to small and medium businesses at accessible scale.
25 years of enterprise architecture, AI engineering and security expertise — now available for your business transformation.
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