Faiza Iqbal
I am a master's student of Data Science at Mehran University of Engineering and Technology. A highly skilled Research Assistant with a strong academic foundation and extensive experience in Explainable AI (XAI), Machine Learning, and Natural Language Processing (NLP). Proficient in Python programming using PyTorch, I specialize in developing interpretable AI models for critical applications such as healthcare. With a Master’s degree and a proven track record of impactful research, I am passionate about advancing ethical and transparent AI systems. I am eager to delve deeper into the field of linguistic analysis, specifically focusing on psycholinguistics to better understand how human language processing can be modeled and interpreted by AI systems. You can contact me via email or LinkedIn.
Contact
Education
Master of Science (M.Sc.) in Data Science
Mehran University of Engineering and Technology | Jamshoro, Pakistan (Feb 2023 - Present)
Dissertation: An Explainable AI Approach to Speech-Based Alzheimer's Dementia Screening
Honors: Posgraduate First Position Holder
Specializations: Explainable Artificial Intelligence, Machine Learning, Handcrafted features
Bachelor of Engineering (B.E) in Telecommunication
Mehran University of Engineering and Technology | Jamshoro, Pakistan (Oct 2018 - Dec 2022)
Dissertation: Evaluating feasibility of implementing Homomorphic Encryption
Honors: Annual Scholarship Holder, Top 10 Student in Bachelors
Specializations: Data Security, Computer Networking, Machine Learning
Languages
- English (CEFR C1)
- Deutsch (CEFR A1)
Skills
- Programming Languages: Python, MATLAB, C++, CSS, PHP
- Libraries: Numpy, Pandas, Matplotlib, NLTK, SpaCy, Scikit-Learn, LIME, SHAP
- Tools & Technologies: Data Science, Cisco Packet Tracer, eNSP, Linux, Latex, MS Office, Wireshark, PowerBI, Weka, SQL Server
References
- Zafi Sherhan Syed, Professor, Mehran University of Engineering and Technology.
- Faheem Yar Khuhawar, Associate Professor, Mehran University of Engineering and Technology.