Vihan Tyagi

Experience

• 

  Space Applications Centre, ISRO

  Jan 2021 - Jul 2021

  Internship Trainee

  • Developed a semantic segmentation model for satellite images in the Signal and Image processing department at Space Applications Centre, ISRO.• Researched model alternatives to improve the segmentation model's performance and achieve high-quality results.

• 

  DeepSight AI Labs Pvt Ltd

  Aug 2021 - Jul 2024

  Computer Vision Engineer

  * Spearheaded backend development for "SuperSecure," an AI-driven object detection and tracking platform, enhancing real-time surveillance capabilities.* Orchestrated the Coal India project lifecycle, successfully deploying the system across 200+ cameras in 6 major mining sites.* Engineered a FastAPI-based backend for a surgical instrument tracking solution, implemented in multiple hospitals in partnership with Accenture.* Devised a dynamic ROI algorithm for ArcelorMittal's steel plant, significantly reducing safety incidents through intelligent monitoring.* Optimized system performance, achieving 30% reduction in network bandwidth usage and 20% decrease in hardware costs via custom super-resolution techniques.* Integrated diverse AI models including YOLOv5, DeepSORT, and VGG16, demonstrating proficiency in leveraging cutting-edge machine learning technologies.* Implemented cross-platform model deployment using OpenVINO, PyTorch, and Triton, ensuring optimal performance and scalability in production environments.* Fostered team growth by mentoring new hires and aligning their skills with the company's strategic objectives and technological roadmap. Show less