Welcome to
Stefenos' Portfolio
I'm a server admin who builds things. Log services, small tools, automations, even site templates; as long as it runs on Linux, it's here!
View Projects
Research
Research areas
Topics I'm interesting in studying
Artificial Inteligence
Using Narrow (task-specific) AI to design systems that have a limited set of tasks focusing on improving day-to-day life.
Archival
Preserving and Organizing Digital or Physical records to ensure accessibility and usability no matter the time.
Digital Ethics / Privacy
Studying system for responsible data use, algorithmic fairness and user privacy.
Cybersecurity
Studying vulnerabilities, threat models, and defensive strategies to protect digital systems and data.
Projects
My projects
A selection of my most recent work
Publications
My latest publications
Recent research and writing from me
Implementing Large Language Models on Low-Power Embedded Systems
This paper presents a methodology for integrating LLMs into constrained environments, with a focus on the NVIDIA Jetson Orin Nano. We examine optimization techniques such as 4-bit quantization and knowledge distillation, which significantly reduce memory requirements with minimal accuracy loss.
Get in touch
Contact me
Have a question, want to chat about a project, or feedback about something I wrote? Let me know!