Full-Stack Developer (React, Python)
Hercules Dynamics
August 2024 – Present | Remote, ON- Redesigned the video processing pipeline with modular task orchestration and configurations, enabling seamless addition of new tasks, sensors, and models, accelerating development by 3×.
- Developed a Next.js frontend integrated with a FastAPI backend, enabling real-time WebSocket communication and live video updates, reducing processing latency by 20%.
- Modularized UI components with Shadcn and Tailwind CSS, creating dynamic dropdowns and sliders that improved configurability and cut feature development time by over 35%.
- Designed RESTful APIs to manage sensors, pipelines, and configurations, enhancing operational efficiency by 30%.
- Automated pipeline initialization and system startup, reducing setup time by 40% and ensuring consistent deployments.