01
GENERATIVE AI
Local LLM Lab
Experiments with running language models locally, serving models, and connecting AI tools to practical workflows.
LLMsllama.cppOllama
IT ENGINEERING · GENAI · LLMs
Building practical AI systemsand the infrastructure behind them.
I'm an IT Engineer exploring the intersection of generative AI, cloud infrastructure, data engineering, and automation. I enjoy turning complex technical challenges into useful, dependable systems.
Python & AI Cloud & Linux Data platforms
about.py
class Engineer:
focus = [
"Generative AI",
"LLM applications",
"Cloud infrastructure",
"Automation"
]
def build(problem):
# Learn, experiment, deliver
return useful_solution
Curiosity-driven engineering● ready to build
01 / ABOUT
Technology is most useful when it solves real problems.
My background spans IT operations, Linux environments, deployment workflows, databases, and infrastructure. I'm expanding that foundation into generative AI and LLM engineering.
Here, I document what I build and learn: experiments with local models, AI application patterns, infrastructure projects, and practical lessons from troubleshooting real systems.
PythonLLMs & RAGAI agentsAzureLinuxDockerPostgreSQLGitHub Actions
02 / SELECTED WORK
Projects & experiments
A selection of areas I'm building in. Project details and repository links can be added as each project is ready to publish.
02
DATA ENGINEERING
AIS Vessel Tracking
A vessel-tracking workflow for collecting AIS positions, storing trajectories in PostgreSQL, and exploring ship movements.
PythonPostgreSQLStreamlit
03
CLOUD / DEVOPS
Infrastructure & Automation
Linux services, virtual machines, containerized applications, deployment workflows, and reliable self-hosted systems.
LinuxAzureDocker
03 / NOTES FROM THE FIELD
Writing & technical notes
Practical write-ups, experiments, and lessons learned. These are starter article ideas; publish each post when its content is ready.
GENERATIVE AI
Building a practical local LLM environment
Notes on model serving, hardware constraints, and connecting local models to applications.
DATA ENGINEERING
From AIS data to vessel trajectories
A look at collecting vessel positions and turning them into useful geospatial history.
CLOUD & LINUX
Deploying a personal site with GitHub and Azure
A reproducible deployment workflow for a portfolio and technical blog.