Event Horizon Partners

About

Event Horizon Partners is an investment / quantitative-trading firm where I built an automated, ML-driven trading platform. It operates privately and has a limited public footprint.

What I worked on

• Developed a quantitative analytical trading platform while strictly adhering to Agile methodologies, ensuring timely and high-quality deliverables.
• Integrated Python with Django and the Django REST Framework for reliable backend services, managing SQL databases and emphasizing cross-functional collaboration.
• Built responsive, intuitive interfaces using React.js on the frontend, integrating Plotly.js for data visualization and Context APIs for robust state management.
• Streamlined platform releases by implementing Git version control and CI/CD pipelines to enable smooth deployments to AWS, including Lambda functions for event-driven processes.
• Implemented comprehensive observability using Prometheus + Grafana for metrics, Loki + Grafana for log aggregation, and AWS CloudWatch for infrastructure monitoring across the entire trading platform.
• Utilized Django, React.js, Plotly, and scikit-learn to enhance platform functionality, resulting in improved data processing and visualization capabilities.