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📈 Portfolio Optimisation — An Investor’s Journey

💬 “Compound interest is the eighth wonder of the world.”
attributed to Albert Einstein


Efficient Frontier

🌱 Why this project exists

This project didn’t begin in a finance lab or on Wall Street.
It started from watching a friend build something cool — a portfolio analysis tool — and thinking:

“Maybe it’s time I tried building one too.”

I’ve always been curious about investing and quant strategies, but this time I wanted to go deeper.
Not just reading or paper-trading — but writing code, testing ideas, and learning by doing.

This repo is my way of exploring portfolio optimisation,
and improving both my coding skills 🧠 and financial understanding 💰 along the way.


📦 What you’ll find inside

  1. 🛠️ Walk‑Through — a practical guide from setup to running your first backtest
  2. 📊 Results & Charts — things like the Efficient Frontier, portfolio stats, and benchmark comparisons
  3. 📚 References — research papers, blog posts, and tools that helped along the way

🧪 Everything here is reproducible — no magic, just code.


🤝 A quick promise

This project is written in plain English, with minimal jargon.
If something’s confusing or unclear, open an issue or send feedback — I’ll happily improve it.


🚀 Let’s get started

Fire up a notebook, run some numbers,
and see how far a little curiosity and consistency can take us.

Happy compounding! ☕📘📈