Investment Management
AI-Driven Portfolio Risk Modeling and Simulation Engine
Developed a proprietary, high-fidelity financial modeling engine used by institutional asset managers to stress-test multi-billion dollar portfolios.
Completed: 6/1/2025
🎯 Project Scope
Re-platforming of existing quantitative models onto a cloud-native HPC environment and building a low-latency API for real-time trading decisions.
⛰️ The Challenge
Legacy C++ models were slow and difficult to update, severely limiting the firm's ability to react to sudden market changes (e.g., Black Swan events).
🛠️ The Hanva Solution
Migrated models to a containerized Python/Go microservices architecture running on specialized high-performance clusters, allowing for thousands of simulations per minute.
Key Technologies & Architecture
- • Python
- • Go
- • CUDA
- • Kubernetes
- • GCP HPC