Integration & launch workflows
Work across Windows launchers, Docker Compose services, startup sequencing, configuration, and local service endpoints.
Flagship case study
LocalAI-Angel: integrate the stack, not just the model
LocalAI-Angel brings an approachable Angel AI experience together with LocalAI for model inference and Angel Nexus as a modular tools-and-integration layer. The engineering challenge is making the parts launch, communicate, retain data, and remain diagnosable as one usable system.
Angel AIAssistant interface
LocalAIInference and APIs
Angel NexusModules and tools
Persistence & recovery
Account for persistent application data, conversation storage, backups, and safe restarts without casually deleting user data.
Verification & delivery
Use health endpoints, integration checks, Git branches, pull requests, CI troubleshooting, and release validation to make changes safer.
How I approach engineering: make the workflow repeatable, isolate failures, inspect logs and health checks, protect existing data, and verify the result instead of assuming a successful command means the system works.
The repository is the source of truth for current features. Some platform capabilities are evolving, experimental, or dependent on local hardware and configuration.
Core capabilities
Technical skills & tools
AI application integration
LocalAI, Ollama, LLM integration, AI assistants, prompt design, model configuration, tool integration, and workflow orchestration.
Programming & scripting
Python, PowerShell, Bash, Windows batch, scripting, debugging, diagnostics, and automation.
Web & UI development
HTML5, CSS3, JavaScript, React exposure, responsive interfaces, dashboards, and API-connected web applications.
Containers & services
Docker, Docker Compose, multi-service applications, environment configuration, port mapping, service startup, and health checks.
Git & delivery workflows
Git branching, merges, pull requests, GitHub Actions, CI troubleshooting, release preparation, and repository documentation.
Operating systems
Windows 10/11, Ubuntu/Linux, PowerShell administration, services, logs, software setup, and system troubleshooting.
Infrastructure & deployment
Local development environments, containerized services, Railway deployment experience, API endpoints, and network configuration fundamentals.
Data, memory & knowledge
SQLite/PostgreSQL exposure, persistent storage, chat history, backups, retrieval concepts, context management, and RAG fundamentals.
Testing & operational quality
Integration and regression checks, health endpoints, SHA-256 integrity verification, error handling, safe configuration, and release checks.
REST APIsJSON / YAMLCI/CD conceptsTechnical documentationBackup & recoveryTroubleshootingOpen-source workflowsRAG concepts
Skills are described according to project and workflow experience; depth varies by tool. This page does not imply expert-level proficiency in every listed technology.
Selected work
Projects that demonstrate practical delivery
Flagship · AI platform
LocalAI-Angel
Unified AI experience connecting an assistant interface, model inference, modular integrations, launch scripts, and service verification.
Explore repository ↗Windows utility
Windows USB Safe Eject
A focused Windows utility project centered on safer device removal and practical system tooling.
Explore repository ↗Infrastructure automation
Hyper-V VM Backup PowerShell
PowerShell-based virtual machine backup and scheduling automation focused on repeatable operations.
Explore repository ↗AI tooling & integration
Angel AI Harness
Assistant harness work involving local-first workflows, application storage, and integration with the wider platform.
Explore repository ↗Working style
How I solve technical problems
Build and integrate
- Break a broad goal into services, scripts, interfaces, and testable steps.
- Connect components through APIs, configuration, containers, and shared data.
- Build repeatable startup, backup, and verification workflows.
Diagnose and improve
- Reproduce failures and inspect logs, endpoints, configuration, and service status.
- Protect user data while changing environments or deployment workflows.
- Document setup, known limitations, recovery paths, and release checks.
Connect
Let’s build something useful
Interested in AI application integration, automation, developer tooling, or practical systems projects? Explore my work and reach out through GitHub.