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AYUSHMAN SINGH · PORTFOLIO

Work Experience

My professional journey and the roles that shaped my skills.

Summer Intern

Motilal Nehru National Institute of Technology (MNNIT) Allahabad

May 2025 - Jun 2025
Prayagraj, Uttar Pradesh

Worked on an AI/ML-based Crowd Management System for Mahakumbh 2025. Built real-time detection and tracking models to enhance public safety during large-scale gatherings.

Key Responsibilities

  • Developed and optimized object detection pipelines using YOLO models for real-time crowd monitoring.
  • Implemented Kalman Filter-based motion tracking, improving tracking stability during occlusions.
  • Designed and tested person re-identification modules using Siamese networks and face-recognition models for long-term tracking.
  • Collaborated with researchers and project mentors to refine system architecture and improve detection accuracy and performance.
Computer VisionMachine LearningYOLOPyTorchNumpy