Mentor

Dr. Nazia Perwaiz

Supervisor & CEO, Murabbi

“Another exciting example of First-Year Brilliance at NUST SEECS (BSAI program)! Under my mentorship during the Summer internship, our first-year students developed a custom person tracker that leverages temporal and facial features for more reliable tracking. This shows what’s possible when we trust young minds and give them the right guidance and space to explore.”

Student

Fatima Ahmad

BS Artificial Intelligence, NUST

“I, along with my teammates Esha Rehman, Muhammad Ali Imran and Zohaa Mahmood, successfully completed our Summer Internship (AI/ML) at Murabbi under the supervision of Ma’am Nazia Perwaiz, PhD. This project gave us hands-on experience in dataset creation, model fine-tuning, feature extraction, similarity matching, and real-time deployment. I’m truly grateful for this opportunity.”

Internship Highlights

  • Custom face dataset creation & MTCNN face alignment
  • Fine-tuned VGG16 model – 95% training / 93% testing accuracy
  • Used as feature extractor after removing classification head
  • Integrated with YOLO + cosine similarity for person tracking

Project Snapshots 📸

Dataset Preparation
Model Training
Real-time Tracking
Final Deployment

⭐ This success story is a testament to what’s possible when mentors guide and students explore with passion. ⭐