AI Solutions
LLM agents, RAG pipelines, automation copilots.
Ideas → Systems → Impact
A personal space for projects, experiments, architecture notes, AI explorations, and technology designed to solve real-world business problems.
Areas
The kinds of problems I find interesting and have spent real time on.
LLM agents, RAG pipelines, automation copilots.
Airline systems, GDS integrations, ops automation.
Process orchestration across finance, ops, sales.
Workflow engines, integration buses, n8n / Zapier.
LMS platforms, assessment, learning analytics.
REST, GraphQL, webhooks, event streams.
Edge devices, telemetry, real-time dashboards.
Domain-driven, scalable, observable platforms.
LLM agents, RAG pipelines, automation copilots.
Airline systems, GDS integrations, ops automation.
Process orchestration across finance, ops, sales.
Workflow engines, integration buses, n8n / Zapier.
LMS platforms, assessment, learning analytics.
REST, GraphQL, webhooks, event streams.
Edge devices, telemetry, real-time dashboards.
Domain-driven, scalable, observable platforms.
Notes
Quick takes on what I’m building, learning, and figuring out.
AI & Automation
Discover why YAML (YAML Ain't Markup Language) has become the preferred configuration language for Kubernetes, Docker, DevOps, MCP servers, and Agentic AI. Learn its history, benefits, syntax, and why every modern developer should understand YAML.
Read article →An Agent Skill is a specialized capability that enables an AI agent to perform a specific task effectively. Think of it as a profession or job role for an AI agent.
A common challenge in Agentic AI is something known as Context Saturation and Tool Bloat. As more APIs, databases, services, prompts, instructions, and integrations are connected to a single agent, the agent must process more information and make more decisions before taking action.
Prompt Engineering helps AI understand what you want. Context Engineering helps AI understand your business, processes, constraints, and objectives. Discover why Context Engineering is becoming the foundation of Agentic AI, AI coding agents, and the next generation of software development.
Projects
A selection — production systems, side projects, and the occasional weekend tool.
HX Terminator was a centralized web-based robotic automation platform capable of automatically monitoring, identifying, processing, and clearing HX-related airline segment status changes from Sabre Passenger Name…
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Q Backup Assistance was a centralized technical support utility that simplified, standardized, and accelerated the process of computer replacement, user migration, troubleshooting, and backup operations within…
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HX Terminator was a centralized web-based robotic automation platform capable of automatically monitoring, identifying, processing, and clearing HX-related airline segment status changes from Sabre Passenger Name…
Read more
Q Backup Assistance was a centralized technical support utility that simplified, standardized, and accelerated the process of computer replacement, user migration, troubleshooting, and backup operations within…
Read more
Path
Add roles in the Experience plugin to populate the timeline.
Stack
Hello
Drop a note — whether it’s a project, website, application, AI workflow, collaboration, consultancy, mentorship, or simply a hello.