AI / MLFeb 2025 – Jul 2025
Aviation Contrail Detection & Tracking
AI pipeline for ground-based contrail detection, tracking, and flight attribution
EUROCONTROL MUAC
9/10Thesis Grade
End-to-EndPipeline
>90% accDetection
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Software Engineer
I build systems that think.
ML pipelines, full-stack platforms, and mobile apps. From contrail avoidance systems at EUROCONTROL to enterprise real-estate platforms.
Currently SWE at EUROCONTROL · Freelance, VadiotechBSc Data Science & AI, Maastricht University
Selected Work
Case studies from research, industry, and freelance
ResearchFeb 2026
Byzantine DNA Ancestry Analyzer
Bioinformatics tool exploring Greek Byzantine heritage through genomic analysis
Personal Project
62.04My Byzantine Score
379Ancient Samples
J2b-M12My Y-DNA
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Full-StackJul 2025 – Sep 2025
Kassandra Properties VIP
Enterprise construction & real-estate platform with booking and payments
Vadiotech
~90%Completion
Full-StackStack
StripePayments
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AI / ML2025
3D MEP Component Predictor
Neural network system for automated MEP placement in BIM models
Equans / Maastricht University
>50%Resource Savings
3D + TypePrediction
MLP + CNNModels
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More Work
Additional projects across AI, web, mobile, and game development
Full-Stack
COAV - Contrail Avoidance System
Real-time contrail avoidance system at EUROCONTROL generating flight altitude advisories to reduce aviation climate impact. Full-stack work across Python backend services, Vue.js dashboard, and Kubernetes infrastructure.
EUROCONTROL MUAC · Nov 2025 – Present
PythonVue.jsJavaScript+9
AI / ML
NeuraGallery
AI image clustering platform using DINOv3 vision transformer with 95% cost reduction via embedding caching. 3-tier microservices architecture.
Personal Project · 2025
PyTorchDINOv3FastAPI+8
Details Live
Full-Stack
Polichroniadou Dental Booking
Production SaaS dental booking system with real-time calendar, Google Calendar sync, SMS/email notifications, and GDPR compliance.
Vadiotech · 2025
Next.jsTypeScriptSupabase+5
Details
Full-Stack
InvestorHub
AI-powered personal finance dashboard with multi-asset portfolio tracking, Claude API market insights, and Dutch tax estimation.
Personal Project · 2025
Next.jsTypeScriptSupabase+5
Details
Mobile
Confidential Client Mobile App
Full cross-platform mobile app with biometric auth, real-time messaging, inventory management, and atomic design system. Details under NDA.
Confidential Client · 2025
Expo SDK 54React NativeTypeScript+5
Mobile
HairlossAI
Mobile app for AI-powered hair loss tracking with OpenAI Vision, progress comparisons, and personalized treatment routines.
Personal Project · 2025
Expo SDK 54React NativeTypeScript+5
Details
AI / ML
AI Image Detector
Deep learning system detecting AI-generated images with GradCAM heatmap visualization. Grade: 9.5/10.
Maastricht University · 2024
PythonPyTorchCNN+3
Details
Game Dev
UNO Game with AI
UNO card game with AI bots using Monte Carlo Tree Search and neural network strategy.
Maastricht University · 2024
PythonPygameMCTS+1
Details
Game Dev
Online Card Game
Real-time multiplayer card game built with WebSockets.
Personal Project · 2024
JavaScriptNode.jsWebSockets+1
Details Live
Tech Stack
Tools and technologies I work with
AI & Machine Learning
PyTorchTensorFlowscikit-learnOpenCVDetectron2NorfairDINOv3Mask R-CNNPLINKADMIXTURE
Languages & Frameworks
PythonTypeScriptJavaScriptJavaC#SQLMATLAB
Web & Mobile
ReactNext.jsVue.jsAngularNode.jsFastAPIExpo/React NativeD3.jsTailwind CSSPrisma
Data & Infrastructure
Azure DatabricksApache SparkPostgreSQLMariaDBMongoDBRedisSupabaseKubernetesOpenShiftDockerVercel
About
I'm Achilleas - a Greek software engineer on contract at EUROCONTROL MUAC and founder of Vadiotech. I hold a BSc in Data Science & AI from Maastricht University and enjoy working across the full stack: from contrail avoidance systems to production web and mobile platforms.
More about me