Software Engineer, Machine Learning Infrastructure
Current🔵 Implemented Vue.js to create dynamic and responsive user interfaces. Utilized Vue components for modular development, and implemented data binding to synchronize UI with underlying data models.🔵Improved user experience by implementing a web socket streaming connection service for data retrieval, Initially, the process took more than 15 seconds. Progressive data retrieval ensures a smoother and more efficient user experience with reduced latency, allowing timely access to required information.🔵Developed an IoT device integration mechanism to connect devices to products, incorporating process stage tracking using Ignition and implementing security certificates.🔵Implemented Nginx server using HLS and RTMP for high-quality live and on-demand video streaming, enhancing stream reliability by 35% and reducing latency by 30%. Optimized server configurations, resulting in a 45% increase in concurrent user capacity and a 20% reduction in bandwidth usage.🔵Implemented a client-side caching mechanism to generate and store signed URLs from S3, reducing image load time from 5000 ms to less than 20 ms, resulting in a 95% improvement in user experience.