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Software Engineer, MLOps Engineer, HPC Enthusiast, Homelab Operator

Iasonas Kakandris

Building infrastructure where AI research meets compute — HPC clusters, MLOps pipelines, and self-hosted systems.

  • HPC

    Slurm · Open OnDemand

  • MLOps

    Kubernetes · Kafka

  • Homelab

    25+ self-hosted services

  • Based in

    Athens, Greece

About

Infrastructure engineer with a builder's mindset

A bit about me

I'm a Software Engineer at IIT, NCSR "Demokritos", working on Pharos — the Greek AI Factory, an EU-funded initiative bringing national AI computing infrastructure to researchers across Greece.

My work spans HPC cluster administration (Slurm, Open OnDemand, Ansible), MLOps platform engineering, and a self-hosted homelab running 20+ services behind Traefik. I hold an M.Eng from AUTh with a thesis on a declarative DSL for streaming ML pipelines.

Mensa member. Fluent in Greek, English, Italian, and German.

By the numbers

25+

Self-hosted services

4+

Years engineering

Currently

Software Engineer at IIT, NCSR "Demokritos"

Pharos — the Greek AI Factory

Stack

  • Python
  • C++
  • Java
  • TypeScript
  • Dart
  • C
  • Bash
  • Kafka
  • Quix Streams
  • River
  • PostgreSQL
  • MinIO
  • Firebase
  • Docker
  • Kubernetes
  • k3s
  • Istio
  • ArgoCD
  • Kyverno
  • Helm
  • OpenTofu
  • Ansible
  • Falco
  • Trivy
  • cosign
  • Slurm
  • Apptainer
  • Traefik
  • Tailscale
  • Authentik
  • Keycloak
  • OpenLDAP
  • SSSD
  • ColdFront
  • Prometheus
  • Grafana
  • Loki
  • Kiali
  • Zammad

Infrastructure

Kubernetes cluster

Every request passes through Authentik, ztunnel mTLS, and Kyverno policy before it reaches a pod

request-path

Diagram: a request travels from a client through Authentik (auth), ztunnel (mTLS, L4) and Kyverno (policy) to a pod, which answers 200 OK; the response travels back through ztunnel to the client.

  • k3s
  • Istio ambient
  • ArgoCD
  • cert-manager
  • Kyverno
  • Authentik
  • Sealed Secrets
  • Trivy

Experience

The journey so far

  1. IIT, NCSR "Demokritos"

    Feb 2026 – Present

    Software Engineer

    Built the Pharos platform's Support service in Go: users open and follow Zammad tickets with live updates, kept consistent through outages by an event-driven design (RabbitMQ, transactional outbox, idempotent consumers). Packaged Zammad as an Argo CD service so any environment gets a ready helpdesk in one command. Stood up Outline, Keycloak, Zammad, and Plane as the team's docs, auth, support, and project-tracking stack. Prototyped OpenBao dynamic credentials and Calico zone-based network isolation for Themelio's Kubernetes cluster, and deployed a pilot Open OnDemand portal with Keycloak OIDC.

    • Go
    • RabbitMQ
    • Zammad
    • ArgoCD
    • Keycloak
    • OpenBao
    • Open OnDemand
  2. ICS, FORTH

    Jul 2025 – Feb 2026

    MLOps Engineer

    Trained a semantic segmentation model for river region detection (Dice 0.91). Deployed a containerized data pipeline on Kubernetes integrating Kafka, MinIO, PostgreSQL, and Grafana dashboards for live metrics.

    • MLOps
    • Kubernetes
    • Kafka
    • Grafana
  3. Technology Without Borders

    Jul 2024 – Sept 2024

    Software Engineer Intern

    Created B2B apps with Microsoft PowerApps, reducing processing time by 98%. Designed an event management app with Flutter & Dart, and built a Chrome extension using Plasmo and Firebase.

    • Flutter
    • Dart
    • PowerApps
    • Firebase
  4. SpaceDot (student space team)

    Nov 2021 – Nov 2024

    Software Engineer

    Built the Angular operator UI to monitor and control the team's satellite data transmission system. Containerized the application with Docker, cutting deployment time by 40%.

    • Angular
    • TypeScript
    • Docker

Projects

Things I've built & run

  • Live

    Athens Bus

    Web and Android app for Athens public transport: nearby stops, live arrivals, line timetables, live bus positions on a map, OASA service announcements, and metro and tram lines. No backend of its own: a Cloudflare Worker proxies the OASA API, and the list of stops is rebuilt nightly by a GitHub Action. Installable and works offline.

    • TypeScript
    • React
    • MapLibre
    • Cloudflare Workers
    • Capacitor
    • PWA
  • Live

    Beaver

    A declarative DSL for building ML pipelines on live data streams. Write .bvr files — Beaver generates Python that wires Kafka, Quix Streams, River, and Plotly/Dash together. Includes static validation, model analysis, a unified CLI, and detailed error reporting. Developed as my M.Eng thesis.

    • TextX
    • Jinja
    • Kafka
    • Quix Streams
    • River
    • Python
    • Docker
  • Live

    ESP32 Greenhouse Monitor

    Standalone greenhouse monitor — no PC required after setup. DHT22 reads temperature and humidity; two potentiometers set alert thresholds; readings display on a 16×2 LCD. The ESP32 hosts its own web dashboard and fires Telegram alerts when thresholds are crossed.

    • ESP32
    • C++
    • DHT22
    • Telegram API
    • Embedded
  • Live

    SixPath

    Self-hosted professional network graph tool. Maps people, projects, and relationships through an interactive graph interface.

    • TypeScript
    • Graph
    • Self-hosted
  • Building

    Pharos AI Factory

    EU-funded Greek national AI infrastructure. Building the platform layer connecting researchers to compute — HPC, Open OnDemand, identity management, and cloud-native services.

    • EU
    • AI
    • HPC
    • Infrastructure

Homelab

Self-hosted stack

25+ Dockerized services across 2 machines — Traefik reverse proxy, Cloudflare DNS

Media

07
  • Jellyfin
  • Sonarr
  • Radarr
  • Prowlarr
  • Jellyseerr
  • qBittorrent
  • Recommendarr

Photos & Docs

06
  • Immich
  • Paperless
  • BookLore
  • Syncthing
  • File Browser
  • Karakeep

Infrastructure

06
  • Traefik
  • Pi-hole
  • Portainer
  • Beszel
  • Uptime Kuma
  • n8n

Finance

02
  • Actual Budget
  • Ghostfolio

AI & Storage

02
  • Open WebUI
  • OpenMediaVault

Curriculum Vitae

Iasonas Kakandris

Software Engineer · MLOps · HPC Infrastructure

Updated Oct 2026

Contact

Let's talk

Whether it's infrastructure, MLOps, or just a good conversation about self-hosting — reach out.