Skip to content
View aizech's full-sized avatar
💭
Building systems that think.
💭
Building systems that think.

Block or report aizech

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Content in all repositories owned by your account will be closed.
Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
aizech/README.md

Architecting AI for Health & Enterprise

I'm Bernhard Zechmann — Technology Executive, Systems Architect, and AI builder based in Germany.

I bridge enterprise technology strategy and hands-on engineering to turn complex challenges into working systems. My work spans enterprise architecture, AI transformation, multi-agent systems, knowledge engineering, and digital health.

Through Corpus Analytica and watunga.ai, I explore how intelligent systems can create tangible value — from enterprise workflows to medical AI.

From enterprise architecture to intelligent systems — strategy made executable.

What I Work On

Focus What I Build
Enterprise Technology IT strategy, enterprise architecture, platforms, governance, security, and operating models
AI Transformation AI platforms, adoption strategies, governance, and the path from experimentation to enterprise capability
Agentic AI & Knowledge Systems Multi-agent orchestration, RAG, knowledge engineering, and source-grounded reasoning
Digital Health Medical AI, radiology workflows, clinical information systems, and intelligent diagnostic support

Featured Projects

watunga.ai — AI Agent Orchestration

Model-agnostic orchestration of AI agents and tools for complex, multi-step enterprise workflows.

  • Multi-agent orchestration across models and tools
  • Flexible coordination of complex workflows
  • Enterprise-oriented architecture

HALO Core — Source-Grounded Intelligence

A multi-agent intelligence workspace that transforms complex information into traceable, source-grounded insights.

  • Four coordination modes, including coordinated RAG
  • Studio for reports, podcasts, presentations, and data tables
  • Real-time case reasoning with traceable agent steps

Try the live app · Product details

Corpus Analyzer — Medical AI

An agent-driven medical AI platform for image analysis, diagnostic support, and research workflows.

  • Medical imaging across X-ray, MRI, CT, and DICOM
  • Real-time streaming responses
  • Bring-your-own-key (BYOK) configuration
  • Designed around practical clinical workflows

Try the live app · Product details

Clinical Skills — AI for Healthcare Workflows

A collection of specialized AI agent skills for medical imaging, clinical research, and healthcare systems.

  • Radiology context and PACS workflows
  • PubMed search, DICOMweb queries, and report analysis
  • Designed for use with Claude Code, Codex, Cursor, Windsurf, and other compatible agents

Explore the project · Details

PainTracker — Interactive 3D Pain Mapping

A WordPress plugin that lets patients indicate exactly where they experience pain using interactive 3D body models.

  • Male and female 3D models powered by Babylon.js
  • Adjustable markers with descriptions
  • Multi-touch support for smartphones

Open Source Tools

Small, focused tools that solve practical engineering problems.

  • streamlit-rail-nav — Collapsible icon-rail navigation for Streamlit, with hover expansion and theming. Pure Python; no frontend build required.
  • multi-git — Manage multiple Git identities on Windows using SSH host aliases and conditional Git configuration.
  • simple-membership-menu — Control WordPress menu item visibility based on Simple Membership roles.

How I Think About Technology

Technology is not just an IT problem. Sustainable transformation connects business strategy, organizational design, and technology.

Productivity is not the same as value. Faster execution matters, but economic impact depends on the right products, processes, and delivery models.

Architecture must prove itself in execution. Target architectures only matter when they translate into platforms, workflows, and working software.

AI needs more than a model. Reliable intelligent systems depend on context, data quality, orchestration, governance, and traceable results.

Let's Connect


Building intelligent systems at the intersection of enterprise technology, AI, and healthcare.

Pinned Loading

  1. clinical-skills clinical-skills Public

    A collection of AI agent skills focused on medical imaging and healthcare workflows. Built for radiologists, healthcare IT professionals, and researchers who want AI coding agents to help with imag…

    Python 6 1

  2. halo-core halo-core Public

    HALO Core orchestrates collaborative AI agents to transform complex information into trusted insights and high-impact outputs.

    HTML 2 1

  3. corpus-analyzer corpus-analyzer Public

    Corpus Analyzer is an agent driven medical AI platform that delivers intelligent diagnostics, image analysis, and research insights through a secure, intuitive interface.

    Python 1

  4. corpus-analytica-paintracker corpus-analytica-paintracker Public

    PainTracker - WordPress Plugin - Interactive 3D pain mapping tool that lets patients mark pain areas on a male/female body model and saves the data as JSON for further processing.

    PHP 1

  5. simple-membership-menu simple-membership-menu Public

    Simple Membership Menu (WordPress Plugin), permits to configure visibility on menu items, following Simple Membership available roles.

    PHP

  6. streamlit-rail-nav streamlit-rail-nav Public

    Collapsible icon-rail navigation for Streamlit with hover expansion, theming, branding, and native widget integration. Pure Python, no frontend build required.

    Python 1