Projects
Real AI. Real Code. Real Results.
I don’t just talk about building. I ship.
These are tools I’ve built from the ground up.
Designed to solve real problems and sharpen my AI skills.
And show what I’m capable of as an engineer.
No fluff.
No filler.
Just code that works.
Featured Projects
🤖 HomePay AI (In Development)
Problem: Most people have no idea how to optimize their mortgage.
Spreadsheets confuse. Banks overwhelm. Clarity? Rare and expensive.
Solution: An AI-powered advisor built on top of my mortgage calculator.
HomePay AI reads your loan and budget, then gives plain-English answers like:
“Should I switch to fortnightly?”
or
“How much will $100 extra save me?”
It’s like having a mortgage playbook in your pocket.
Disclaimer: This is not financial advice.
This tool is for informational and educational use only.
For personalised mortgage advice, please consult a licensed financial adviser.
🧮 Mortgage Calculator
Problem: Online mortgage tools are either boring, broken, or bank-owned.
None help you actually make better decisions.
Solution: A Streamlit-powered calculator that models redraws, extra repayments, interest hikes, fees, and more.
Instantly compare two loan strategies. Download charts. Get smarter with every click.
Disclaimer: This is not financial advice.
This tool is for informational and educational use only.
For personalised mortgage advice, please consult a licensed financial adviser.
🍕 AI OrderBot for Pizza Shops
Problem: Static forms and menu checkboxes kill the vibe of ordering pizza online.
Solution: A conversational AI bot that takes your pizza order like a real staff member would.
NLP-powered, fully functional, and trained to make dinner easier.
📄 Document Summariser
Problem: Long PDFs waste time when all you want is the bottom line.
Solution: Upload a document. Get a tight, AI-generated summary in seconds.
Save your time, save your brain.
🐶 Pet Name Generator
Problem: New pet, no name, total creative block.
Solution: A fast, fun name generator with filters for style, vibe, and randomness.
Because “Fluffy” is too basic.
🧠 Blackjack, Trivia, RPS
Problem: Learning Python can feel dry without real, hands-on play.
Solution: A collection of classic games (Blackjack, Trivia, Rock-Paper-Scissors) to sharpen your logic and keep your syntax sharp.
Perfect for beginners or boredom.
💡 Advice Fetcher
Problem: Sometimes, you just need a random pearl of wisdom to kickstart your day (or debug).
Solution: A lightweight app that fetches motivational advice from an API.
One click, one quote, zero excuses.
⚙️ Python Automation Scripts
Problem: Repetitive tasks kill time and morale.
Solution: Small Python scripts that automate everything from file cleanup to data reformatting.
Built for speed, tested for sanity.
🏗️ Why I Build
Every one of these tools started with a problem.
I built them to learn – and I learnt by building them.
They’re more than code.
They’re proof that I can ship.
💬 What People Say
“Jake is one of those rare junior devs who ships. He learns fast and builds tools people actually want to use.”
Isabella Hinder → Mentor
🔥 Want More?
👉 Contact me to work together, test an idea, or build your next AI-powered tool.