Event Horizon Partners
Software Engineer (ML & Backend)
Quantitative trading and investment firm (remote, Seattle-based).
- Quantitative trading · Finance
- Remote · Seattle, WA, USA
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
ProjectTrading Platform
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.