Data science · 9 slides

Financial Portfolio Creation Using ML Algorithms

The problem
How should ₹10 lakh be invested to reach ₹35 lakh for a child’s higher education?
What I did
Selected index funds, equity, high-return mutual funds and other assets, then predicted their 10-year CAGR with an LSTM model.
Outcome
Predicted CAGRs of 23.8% (high-risk mutual funds), 16.6% (equity), 10.9% (Nifty 50) and 9.2% (gold) to build the portfolio.
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