Hey there 👋

I'm Bill Mentzinis

ML Engineer & MSc CS Student

I am a graduate student at the Department of Informatics and Telecommunications of the National and Kapodistrian University of Athens (NKUA) and a Research Assistant at the SCAN Lab. My primary research interests lie in Machine Learning and Data Science, exploring their diverse applications in Mobile Networking, Internet of Things (IoT), Computer Vision, and Automation.

Let's connect! View my CV

My projects

MNIST LSH Graph Search
C++

Approximate nearest-neighbor search and clustering on MNIST using LSH, Hypercube projection, graph traversal (GNNS/MRNG), and a convolutional autoencoder.

CV Final Project — Early & Mid Fusion with YOLOv8
Computer Vision

Early and mid fusion implementation using the YOLOv8n model from Ultralytics for computer vision tasks.

LLM RAG Local
Python

Local Retrieval-Augmented Generation (RAG) pipeline using open-source LLMs.

MNIST LSH Graph Search C++

CV Final Project — Early & Mid Fusion with YOLOv8 Computer Vision

LLM RAG Local Python

MNIST LSH Graph Search
C++

CV Final Project — Early & Mid Fusion with YOLOv8
Computer Vision

LLM RAG Local
Python