Dr. Naima Iltaf has been teaching at NUST Military College of Signals (MCS) as a Tenured Professor since Sep, 2013. She completed her doctoral studies, working under the supervision of Dr. Mukhtar Hussain and Dr. Abdul Ghafoor, from NUST School of Mechanical & Manufacturing Engineering (SMME). She has over 50 publications including 28 journal publications. Her research interests includes Recommender System, Trust Management, Distributed Systems and Image Processing.
Education
- PhD Software Engineering, National University of Sciences and Technology(NUST), Pakistan (2013)
- MS Software Engineering, National University of Sciences and Technology(NUST), Pakistan (2006)
- MSc Computer Science, Fatima Jinnah Women University, Pakistan (2002)
Roles
- Academic Positions Held
- Professor (Tenured), Department of Computer Software Engineering, National University of Sciences and Technology, Pakistan, 02/24-To date
- Associate Professor, Department of Computer Software Engineering, National University of Sciences and Technology, Pakistan, 09/19-02/2024
- Assistant Professor, Department of Computer Software Engineering, National University of Sciences and Technology, Pakistan, 09/13 – 08/19
- Administrative Positions Held (Dates: MM/YY-MM/YY)
- Head of Computer Software Society, Department of Computer Software Engineering, National University of Sciences and Technology, Pakistan, 09/20-To date
- Incharge LegoKit Lab, Department of Computer Software Engineering, National University of Sciences and Technology, Pakistan, 09/15 – to date
- Focal Person – Female Students, Department of Computer Software Engineering, National University of Sciences and Technology, Pakistan, 09/19 – to date
Academic Honors and Awards
- Gold Medal in Master in Computer Science, Fatima Jinnah Women University, 2002
- Award of NUST Endowment Scholarship, National University of Sciences and Technology (NUST), 2004
- Best Teacher Award, National University of Sciences and Technology (NUST), 2018
- Best Researcher Award, National University of Sciences and Technology (NUST), 2019
Supervision
Graduate Thesis Supervised/Supervising
| Student | Topic | Year |
| Asma Andaleb | Sentiment Analysis On Use Of Covid Vaccine In Pakistan | 2023 |
| Naadia Farooq | Transformer Based Sequential Recommendation System | 2023 |
| Sehrish | Electricity Theft Detection Via Deep Learning | 2022 |
| Saad Khataak | Cross Domain Item Based Book Recommendation System | 2022 |
| Nimra | Adverse Drug Reaction Extraction Using Deep Learning Approach | 2022 |
| Waffa Naseer | Canopy-Based Efficient Clustering For Collaborative Filtering | 2021 |
| Uzma Zafer | Top-N Recommendations Using Deep Learning | 2021 |
| Junaid Khan | Deep Learning-Based Approach For Personalized | 2021 |
| Irfan Khalid | Attention Based Neural Collaborative Filtering | 2020 |
| Umar Munir | Terrorist Group Classification Using Logistic Regression | 2020 |
| Asad Qambar | Attention Model-Based Recommender System | 2020 |
| Fatima | An Improved Content Adaptive Image Detail Enhancement | 2020 |
| Neha Ijaz | Shilling Attack Detection In Collaborative Filtering Recommender Systems | 2019 |
| Zaheer Ahmad | Recommender System Using Deep Neural Networks | 2019 |
| Maryam Akhtar | An Improved Multiscale Exposure Fusion Via Ggif | 2019 |
| Aamana | Co-Clustering Based Hybrid Collaborative Filtering Model | 2019 |
| Sana Siddique | Efficient One Class Collaborative Filtering | 2019 |
| Sardar Un Nisa | An Improved Gradient Domain Guided Image Filtering | 2019 |
| Afsheen Masood | Transformation Of Color On Different Images | 2018 |
| Muhammad Wasif | Trust Management System Design For The Internet Of Things | 2018 |
| Adil Abbass | Twitter Hashtag Recommendation Using Topic Modeling | 2018 |
| Fahad anwar | Efficient Recommender System For Cold Start Item | 2017 |
| Mariam Ejaz | Incorporating Testability In RE Of Cloud Computing | 2017 |
| Shumila Shabir | Nose Correction In Collaborative Filtering | 2017 |
| Hira Wasim | An Efficient Edge Preserving And Texture Suppression Technique | 2016 |
| Mariam Hida | Hybrid Image Demosaicking For Color Filter Array | 2016 |
| Asma Jabeen | A Non-Parametric Histogram Equalization Based Image Contrast Enhancement | 2016 |
| Muhammad Sohail | A Contrast Enhancement Frame Work With JPEG Artifacts Suppression | 2016 |
| Aqdas Naz | Energy Efficient Algorithm For Heterogeneous Wsns | 2016 |
| Mukhtar Ahmad | Dehazing Images For Better Visibility | 2017 |
| Komal Nain Sukhia | Robust Cell Image Analysis Techniques | 2016 |
| Beenish Amin | Improved Image Matting Technique | 2016 |