Municipal AI Assistant
Helping people find answers through guided prompts, structured knowledge, and service workflows.
Code, Cultivate, Create.
CODE, CULTIVATE, CREATE
Developer, Builder, Urban Farmer, AI Enthusiast
Building software, growing food, exploring technology, and continuously learning.
Quick Access
One life, many connected systems.
Software Development
Laravel, PHP, APIs, authentication systems, and web platforms.
AI & Automation
Chatbots, OCR, local LLMs, Ollama, and automation workflows.
Urban Farming
Growing food in limited spaces using practical techniques.
Aquaculture & Livestock
Experiments in sustainable food production.
Trading & Investment
Learning financial markets and investment strategies.
Homelab & Open Source
Linux, Docker, Keycloak, self-hosted infrastructure.
Featured Interests
Tools, crops, systems, and markets.
LaravelPHPPythonLinux
DockerAIOCRAutomation
Urban FarmingHydroponicsSorghum
Fish FarmingPoultryBursa Trading
Open SourceSelf Hosting
My Ecosystem
The same builder loop powers every interest.
Personal
Growth
Growth
Software
Knowledge
Farming
Aquaculture
Investment
Automation
Current Projects
Practical experiments in progress.
OCR Knowledge Base
Turning scanned documents into searchable, reusable information for support and operations.
GIS Mapping
Exploring Geographic Information Systems for spatial analysis and visualization.
Urban Farming
DIY chicken coop, RAS agriculture, waste managementharvests and experiments across small production spaces.
Trading Dashboard
Studying watchlists, entries, portfolio movement, and disciplined review routines.
Homelab Infrastructure
Running Linux, Docker, authentication, databases, and local AI services from a practical home stack.
Philosophy
"Good software scales.
Good investments compound.
Good crops multiply.
The principles are surprisingly similar."