Sanju Raj Prasad
Full stack developer | AI Engineer | Modern tech tools |
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Introducing QuantOptima Beta: Evolving Portfolio Optimization with Genetic Algorithms (NSGA-II)
Try it here: https://ng-optimizer.vercel.app/
Finding the "Pareto Optimal" balance between risk and return is the ultimate challenge in modern wealth management. Traditional Mean-Variance models are great, but they often struggle when faced with real-world, conflicting objectives (like maximizing yield while minimizing maximum drawdown).
That’s why I built QuantOptima—an AI-powered portfolio optimization platform that leverages genetic algorithms to solve multi-objective portfolio problems.
And today, I am officially launching the public Beta!
💻 What makes QuantOptima different?
NSGA-II Genetic Optimizer: Mimics natural selection to "breed" the best-performing portfolios across generations, resolving conflicts between multiple, competing constraints.
Diversified Optimization Models: Run classic Markowitz Mean-Variance, Black-Litterman (incorporating custom investor views), and Hierarchical Risk Parity (HRP) for diversified asset clustering.
Asynchronous Execution Queue: Submit optimization runs in the background and continue exploring the site. Our platform queues jobs to run asynchronously, notifying you with a custom synthesized chime sound the second your results are ready.
Easy Ticker Search & Uploads: Upload asset history via CSV or query live data directly using stock ticker searches.
We built this with a modern, glassmorphic dark-mode interface designed to make complex portfolio metrics visual, readable, and highly actionable.
🔒 Fully integrated with secure user authentication and persistent, cached report histories, so you can track your prior runs securely.
👉 We are officially inviting beta testers! Try it out for yourself, build your frontier, and let me know your thoughts. We want your raw feedback to shape our roadmap.
🔗 Try it here: https://ng-optimizer.vercel.app/
Check out the screenshots below to see the optimizer workspace and efficient frontier in action!
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Quant Optima - A powerful equity portfolio optimiser platform which uses Genetic algorithm (NSGA - II) and HRP (High risk parity) to optimize multiple variables such as risk, max dropdown, max profit to give you the perfect allocation of the stocks in percentage.
you can try it out here: https://ng-optimizer.vercel.app/
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