CashGraphs – A securities portfolio optimizer
Hello, This is a portfolio optimizer I made to help select portfolios for my clients. I'm a personal financial adviser. I generally put my clients in a mix of low-fee index funds and ETFs and I use this to set an appropriate allocation based on the client's risk tolerance. I have been working on this as a side project to 1) improve the theoretical underpinnings of my investment recommendations and 2) improve my coding skills with frameworks like Vue and Torch. Here's the repository for the frontend: https://github.com/justinluther502/cashgraphfront. The frontend site is…
CashGraphs – A securities portfolio optimizer launched on July 16, 2022 with 82 votes, #407 of 2,916 launches that month and more than 90% of that year's launches. The site was still online in September 2026, 4 years on.
In plain words
CashGraphs is a portfolio optimizer designed for financial advisers to help clients build diversified investment allocations. It recommends mixes of low-fee index funds and ETFs tailored to individual risk tolerance levels. The tool uses Vue for its frontend interface and Torch for backend optimization calculations running on AWS Lambda. It serves financial professionals seeking to improve their investment recommendation methodology and clients looking for data-driven portfolio allocation guidance.
written from the facts on this page · September 2026
From the sources
In the maker’s words, at launch
Hello, This is a portfolio optimizer I made to help select portfolios for my clients. I'm a personal financial adviser. I generally put my clients in a mix of low-fee index funds and ETFs and I use this to set an appropriate allocation based on the client's risk tolerance. I have been working on this as a side…
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