Dr. Naima Iltaf has been teaching at NUST Military College of Signals (MCS) as an Associate 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
- Associate Professor, Department of Computer Software Engineering, National University of Sciences and Technology, Pakistan, 09/19-To date
- 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 |