Stratos Louvaris

Agentic AI Systems Engineer

Strong Work Ethics

Building meaningful relationships

Passion Driven Mentality

Stratos Louvaris
Stratos Louvaris
Stratos Louvaris
Stratos Louvaris

Agentic AI Systems Engineer

Strong Work Ethics

Building meaningful relationships

Passion Driven Mentality

About Me

Welcome!

I’m Stratos Louvaris – Agentic AI Systems Engineer

I design and build agentic AI systems that solve real business problems.

My work spans AI agent architecture, secure self-hosted infrastructure, and MCP-based workflow automation for SMEs.

I focus on practical implementation, systems that work in production, not just demos.

My expertise spans agentic workflows, local LLMs, Docker and Proxmox infrastructure, and building AI-driven reporting tools. I also write technical content on my blog “Stratos on Tech,” breaking down complex AI and infrastructure topics step by step.

 

I take a security-first approach to every system I build. Whether it’s an AI agent, a self-hosted server, or an automation workflow, reliability and security are non-negotiable.

  • Age 37
  • Residence GR
  • Address Thessaloniki, GR
My Passion
Clarity and Precision

Breaking down complex technical topics into clear, actionable steps. First principles, not hand-waving.

Agentic AI Systems

Designing AI agents that work in production, with proper guardrails, security, and reliability.

Self-Hosted Infrastructure

Building and maintaining secure server environments with Proxmox, Docker, and OPNsense. Full control, full ownership.

Practical AI Implementation

Turning AI from buzzword into business tool. Reporting systems, workflow automation, and MCP integrations.

Fav Companies - Tools
Fun Facts
100+ Audiobooks Listened
Pizza Lover
Tech Content Creator
Passionate Learner
Resume
Experience
Agentic AI Systems Engineer
2022-Present
Agentic AI Systems Engineer
Bizeli LTD

-Build advanced AI models. 
-Create and continuously refine RAG tools.
-Design and implement agentic AI workflows and MCP-based automation solutions for business process optimization.

E-commerce Optimization & Business Intelligence Specialist
2020 - Present
E-commerce Optimization & Business Intelligence Specialist
E-smokers

-Engineered technical solutions to optimize the e-commerce platform.
-Developed comprehensive reporting systems.
-Leveraged data-driven insights.

Mobile App Development
2021-2023
Mobile App Development
App Development

Monitored technical aspects of the front-end & back-end delivery for projects.

Sales Manager
2016-2020
Sales Manager
Retail Sales Manager

-Led retail operations and sales teams.
-Developed and implemented sales strategies.

Education
2026
Claude Code in Action
Anthropic

Practical training on the architecture and safe implementation of Claude Code.

2025-2026
Artificial intelligence applications in organizations and businesses
Aristotle Certification Training & Assessment "ACTA"

This program bridges the gap between AI theory and real-world business use.

2024-2025
Generative AI Leader
Google Cloud Certified

Pioneering foundational models and strategic vision to lead the generative AI technological revolution.

2006
ATEI Automation Engineering
Thessaloniki

International Hellenic University - Sindos Campus

2003-2006
Computer and Network Engineering
Thessaloniki

Electronics and Network science

Skills
Hard Skills
  • Agentic Workflows
    90%
  • Reporting Tools
    75%
  • Advanced Workflow Automation
    85%
  • Server Infrastructure
    50%
Knowledge
  • Agentic AI Systems
  • Cloud Computing
  • Natural Language Processing
  • Data Engineering & Processing
  • Infrastructure & DevOps
  • Large Language Models (LLMs) & Vector Databases
  • Data Analysis & Visualization
  • Optimization Techniques
  • Predictive Analytics
Soft Skills
  • Creativity
  • Problem-solving
  • Communication
  • Teamwork
Languages
  • Greek-Native
  • English
Pydantic AI
PostgreSQL
LangGraph
Model Context Protocol
Docker
React
Supabase
Serverless
Quote
Hard-working person, that will do the extra mile to accomplish the goals.
Chris Savvakis
Chris Savvakis
UX/UI Programmer

Arete — AI-Powered Resume Optimizer

Hackathon Active

Hackathon submission for the AWS & Dynamous AI Hackathon — placed 15th in the competition. An AI agent that analyzes resumes against job descriptions, identifies alignment gaps, and generates optimized content. Handles real resume structures — parsing documents, scoring sections against role requirements, and suggesting targeted improvements grounded in actual job market patterns.

Key Skills:

Natural Language Processing, LLM Integration, Document Parsing, Prompt Engineering, Python

Artemis — Personal Productivity App

Active

A web application built on proven productivity techniques, designed for users who want structure without complexity. Features task management, goal tracking, and workflow patterns — all in a clean, dark-themed interface built for daily use.

Key Skills:

Full-Stack Web Development, TypeScript, Modern UI Architecture, Productivity Systems

Athena — AI-Powered Knowledge System

Hackathon Active

Hackathon submission for the Elasticsearch AI Hackathon — recognized as a well-crafted, thoroughly documented project by the judges. A second-brain system that uses the Elastic Agent as its reasoning engine and Elasticsearch as its long-term memory — capturing, indexing, and retrieving knowledge so nothing gets lost. Integrated with the Artemis productivity dashboard to prioritize and sequence daily tasks using proven productivity techniques, turning raw information overload into a structured, actionable workflow you can execute each day.

Key Skills:

AI Application Architecture, Knowledge Management, TypeScript, Information Retrieval, Data Processing

Digital Twin AI Chatbot

Dev

A personalized AI chatbot embedded on stratoslouvaris.gr that acts as a digital twin. Visitors ask questions about background, skills, projects, and experience — and get accurate answers grounded in a curated knowledge base of 47 entries across 9 categories. Built with a RAG pipeline, vector search, and real-time SSE streaming, self-hosted on personal infrastructure.

Key Skills:

RAG Architecture, Vector Search (sqlite-vec), SSE Streaming, FastAPI, Pydantic AI, Self-Hosted Deployment

Blog
January 9, 2026 What Is RAG and Why Your LLM Needs It (Part 1 of 3)

Learn what Retrieval-Augmented Generation is, why LLMs fail without it, and how the complete RAG pipeline works from ingestion to answer generation.

October 5, 2025 The Ultimate Guide to AI for Sysadmins and Developers (Part 1): From Neural Networks to the MLOps Factory Floor

Estimated reading time: 12 minutes Key Takeaways AI is a Hierarchy: Artificial Intelligence (AI) is the broad concept of mimicking…

September 21, 2025 Building a Secure Home Network: My Journey from Chaos to Control

Estimated reading time: 8 minutes Key Takeaways Network Segmentation is Key: Using VLANs to separate trusted devices (laptops, phones) from…

August 16, 2025 Building My Personal Server: A Complete Journey

Estimated Reading Time: 6 minutes Control and Privacy: Maintain ownership over your data. Learning and Experimentation: A hands-on approach to…

Get in Touch