Esteban Verdin

Portfolio Website

Current as of 5/10/26: A simple website which highlights projects, and skills. A bit more detailed then a resume. Use of AI in website: 80%

Goal by 9/10/26: A website which highlights projects, skills, experience, and more. More like a CV. Use of AI in website: 20%

Fine-Tuned LLMs for Home Network Traffic Device Identification and Categorization

Current as of 6/26/26: Finalizing an improved Python script to extract packet flows, port numbers, and more from a CSV to create a improved training dataset for a Qwen3-8B model.

Goal: Fine-tuned Qwen3-8B allowing users to upload a level 0 network capture and get a laymen's term explanation of what is occuring in the network and from which devices.

Homelab Project

literally anything :P

Intrusion Detection Systems Group Research Project

Helped work on a Machine Learning model