Ethan Cratchley - Projects
PhishSleuth
March 2025 - Present
Lightweight Static Analysis and AI for Phishing and Attachment Detection in Email
Kaggle and CTF Competitions
February 2025 - Present
Kaggle and CTF Competitions using various ML, DL, and Cyber Security techniques.
Fine Tuning & RAG Development
April 2024 - Present
Developing Retrieval-Augmented Generation (RAG) models and fine-tuning LLMs (NDA).
Financial Fast Feed
December 2023 - Present
Summarizes and displays financial news from RSS feeds using OpenAI API.
Financial Modelling
July 2023 - Mar 2025
Forecasting and modelling a variety of financial instruments.
Algo Trading
Nov 2023 - Dec 2024
Building/Optimizing algorithmic trading strategies using Google Cloud to run/test algos.
SFU Alumni Database
November 2024
Scraped >500 SFU Alumni profiles to assist in networking for SFIC.
Learn2Launch
Feb 2024
Study efficiently and land your dream job with AI. (CrackedDevs Hackathon Best Edu. Project)
Winter Watch
Jan 2024
Ensures safety before going out in the winter. (Winter Hacks Hackathon Best Pitch)