Ashish Kumar

software engineer intership

Facebook•  April 2023 - November 2023•  remote

Objective: The goal is to create a platform that helps sewing operators learn how to handle fabrics, understand machine parts, and follow maintenance procedures—all within an interactive AR environment. The ultimate benefit is higher-quality production with fewer errors, which is crucial in industries like fashion and textiles. Technology: AR can offer visual overlays, guiding users step-by-step through tasks like threading a machine, adjusting tension, or performing maintenance. It can also help with real-time interaction, where the operator can follow the instructions while seeing virtual elements overlaid on their physical environment. Training Benefits: Interactive Learning: Instead of traditional text-based instructions or static images, AR allows for immersive, hands-on learning. Reduced Errors: By providing real-time guidance, operators can be more accurate in their tasks, which reduces the number of mistakes. Engagement: AR is known for keeping learners engaged by offering visual aids and interactive scenarios. Potential Features: 3D Visualization: Using AR, you could display machine parts or fabric handling techniques in 3D, which the trainee can rotate and interact with to gain a deeper understanding. Voice or Gesture Commands: Allowing operators to use gestures or voice commands to move through steps could enhance accessibility and usability. Simulations: You could simulate various maintenance procedures or fabric types, allowing operators to practice without the need for physical resources. Challenges: Performance Optimization: Ensuring that the AR application runs smoothly, especially on mobile or wearable devices, could be a challenge, especially with 3D elements or real-time instructions. User Experience: Ensuring the interface is intuitive and non-intrusive is critical for operators who may not be familiar with complex digital systems. Impact: The use of AR can transform how sewing operators train, making the process quicker and more effective. This results in improved productivity, fewer defects, and better machine maintenance, which all contribute to a more efficient production line.