Share Profile
Fatima Binte Aijaz
Aspiration Statement
Computer Engineering student excited about integrating hardware and software into tangible products. I'm passionate about IoT, full-stack, and 3D web development, aiming to build innovative tech with an entrepreneurial mindset.
Core Skills
- Arduino
- Django
- IoT
- MATLAB
- Python
- React
- SQL
Core Competencies
- Adaptability
- Collaborates Openly
- Effective Presentation Skills
- Encourages Innovation
- Problem Solving
- Takes Initiative
Preferred Career Paths
First priority: Solutions Engineer
Second priority: Software Engineer (Full-stack) or Data Analyst
Third priority: AI/ML Engineer
Experience
Leadership / Meta-curricular
- Habib University Student Government, Outstation Student Mentor
Internship / Volunteer Work
- Habib University, Muhaqqiq In The Summer Tehqiq Research Program (STRP) (June – August 2026)
Final Year Project
Project Title
AI-Based Teaching Platform for Primary Education
Description
In this final-year research project, we fine-tuned an AI model (phi-4) to enable it to teach Mathematics for primary education in a "Socratic" manner; hinting and guiding the students instead of giving them the answers. We curated our own dataset and fine-tuned it on our online available dataset, then added an external verifier, Mathematica, to improve its mathematical computational accuracy. A Direct Preference Optimization was then employed (asking teachers and students to use the chatbot then saving their preferences) to further domain adapt. In conclusion, the results on Sindh Board Mathematics outperformed those of GPT-5's "study and learn" mode, which is also based on Socratic teaching. Hence, guided reasoning instead of direct answers helps students develop critical thinking skills.
Project Pictures
