Ethan Cratchley - Projects

Lightweight Static Analysis and AI for Phishing and Attachment Detection in Email

Competing in Kaggle and CTF Competitions using various ML, DL, and Cyber Security techniques.

Developing Retrieval-Augmented Generation (RAG) models and fine-tuning large language models (NDA).

Summarizes and displays financial news from RSS feeds using OpenAI API.

Building and maintaining my own website.

Forecasting and modelling a variety of financial instruments.

Messed around with v0, Replit, and LLMs to see how far I cold get with AI code in a short period of time.

Fire news, map overlay, AI support, and more. (nwHacks 2025)

Fetches commits from a GitHub repository and generates detailed, easy-to-understand summaries for them.

Testing and optimizing algorithmic trading strategies using google cloud to run and test algorithms constantly (private currently).

Scraped >500 SFU Alumni profiles to assist in networking with business and finance graduates at SFIC.

Bulk generation of QR codes for free.

Study efficiently and land your dream job with AI. (CrackedDevs Hackathon Best Education Project)

Ensures safety before going out in the winter. (Winter Hacks Hackathon Best Pitch)

OS Hedge Fund (under construction, on pause).