Ahmad Mustapha
Scholar

Ahmad Mustapha

Google Scholar ID: udbsTuwAAAAJ
Researcher
deep learning
Citations & Impact
All-time
Citations
12
 
H-index
2
 
i10-index
0
 
Publications
6
 
Co-authors
3
list available
Resume (English only)
Academic Achievements
  • - AraSTEM: A Native Arabic Multiple Choice Question Benchmark for Evaluating LLMs Knowledge In STEM Subjects
  • - Inter-model interpretability: Self-supervised models as a case study
  • - A deep dive into deep cluster
  • - Unsupervised Deep Learning: Inter-Model Interpretation and Deep Clustering (Master's Thesis)
  • - Towards rich sensor data representation functional data analysis framework for opportunistic mobile monitoring
  • - Sahar Dataset: a Validated Dialogue Based Dataset For a Child-Centric, Empathetic and Knowledge-Driven Chatbot
Research Experience
  • - Vehicle detection project in African reserves
  • - Traffic analysis in Dubuque City
  • - Sickness prediction from X-ray images
  • - Deployment of multi-service applications
  • - Vehicle detection using YOLO model with OpenCV, CVAT, and PyTorch
  • - Sickness prediction using CNNs (AlexNet, ResNet, DenseNet) and analyzing bias in medical AI systems
  • - N-gram based ML text segmentation for Islamic hadith
  • - Research framework to understand representation quality of Unsupervised Deep Learning Models
  • - Fully containerized voice AI platform Kure
  • - CUDA implementation of the Point In Polyhedron problem
  • - Advanced video analysis tool Perspective Analyzer
Background
  • Unicorn engineer offering a rare blend of expertise in AI R&D, Data Science, Backend Development, and System Design. Transforming ideas into scalable solutions.
Miscellany
  • Personal interests and tech stack not detailed, but mentions proficiency with Python, PyTorch, Hugging Face, Pandas, Flask, Django, PostgreSQL, OpenAI API, Docker, Git, Linux, GitHub, etc.