DUAA FATIMA
AI Engineer & Researcher | Agentic AI & NLP Automation
Based in: Rawalpindi, PakistanMost recently: Research Assistant, Agentic AI, NCRA UAV Dependability Lab, FAST UniversityExperience: 5 years
MS researcher and Software Engineer specializing in autonomous AI systems and production-grade automation. Currently co-authoring research for IEEE Transactions and building high-impact NLP pipelines that streamline content workflows. I bridge the gap between academic rigor and scalable AI implementation.
Experience
Research Assistant, Agentic AI
NCRA UAV Dependability Lab, FAST UniversityworkOct 2025
Summary
Researches autonomous AI systems and multi-agent architectures, providing current, relevant material on AI and emerging technology. Co-authoring a research paper on AI systems for publication in IEEE Transactions.
Results
- Conducted a first-of-its-kind comparative analysis of multiple LLMs within a novel multi-agent architecture, achieving a peak Task Completion Rate (TCR) of 89% with Llama 3, significantly outperforming baseline models in the 70% range.
- Authored a research paper currently under review for IEEE Transactions, addressing a significant gap in autonomous AI system literature.
Agentic AIAutonomous AI systemsMulti-agent architectures
Software Engineer, AI & Prompt Engineering
IndexyRemote, CanadaworkApr 2026 – Jul 2026
Summary
Develops AI-driven content workflows and automation pipelines, a source of real, current examples for teaching AI and CS concepts. Works on structured data and NLP systems, reinforcing core CS ideas such as algorithms, data structures, and system design.
What I did
- Architected an end-to-end automated SEO content pipeline that handles research, drafting, keyword optimization, and multi-platform publishing.
Results
- Reduced SEO content generation time from hours to 20 seconds per article.
- Architected a system with infinite scalability for content production pipelines.
AI-driven content workflowsAutomation pipelinesNLP systemsPrompt Engineering
Teaching Assistant & Lab Demonstrator
FAST National University, Islamabad, Data Science Departmentpart timeSep 2021 – Jun 2025
Delivered Computer Science instruction covering programming, algorithms, and computational thinking to students at varying skill levels. Designed and led hands-on lab sessions built around interactive coding exercises, debugging practice, and step-by-step problem solving. Created assessments, marked assignments, and gave individualized feedback to support each student's progress. Mentored students on independent projects, helping them build confidence and independent problem-solving skills. Managed classrooms of 30+ students, maintaining an inclusive, structured, and encouraging learning environment. Introduced modern tools such as Jupyter Notebooks, VS Code, and GitHub to build strong technical foundations.
Jupyter NotebooksVS CodeGitHub
Skills
Technical
VS Code
Data Structures & Algorithms
OOP
AI & Machine Learning
Jupyter Notebooks
MS Office Suite
Databases
Software Engineering
Google Classroom
Networks
Operating Systems
Web Development
Areas of expertise
Patience
Curriculum design
Classroom management
Student mentoring
Lesson planning
Adaptability
Projects
School Management System
academic
Developed a database-driven system for managing school records, focusing on efficient data retrieval and management.
MySQLSQL
EdBot, AI-Powered Educational Tool (Final Year Project)
Lead Developeracademic
Built an AI system using Python and RAG architecture that generates personalized study materials and adaptive assessments, reaching 80%+ accuracy in content personalization
PythonRAG architectureAI
WhatsApp-Based Meeting Scheduler, Agentic Workflow
Lead Developerpersonal
Built a full-stack automation system for a professor to manage student meetings, automating the entire scheduling lifecycle via WhatsApp and Google Calendar.
Python APIsn8nGoogle Calendar integrationWhatsApp Business APIFacebook Developer Platform
Education
Master of Science
NUST College of Electrical and Mechanical Engineering (CEME)Artificial Intelligence2026 – 2028
Bachelor of Science
FAST National University of Computer & Emerging Sciences, IslamabadData ScienceSep 2021 – Jun 2025
Coursework
Data Structures & AlgorithmsOOPDatabase SystemsComputer NetworksMachine LearningDeep LearningNLPSoftware EngineeringStatistics
Recognition
Awards
Dean's List Award
FAST National University of Computer & Emerging Sciences2025
Awarded for academic excellence in Spring 2025
Certifications
Neural Networks and Deep Learning
DeepLearning.AI
Data Analytics using Excel
Great Learning
Dashboards using Google Sheets
Coursera
Agile Foundations
LinkedIn Learning
Patents & publications
AI systems for publication in IEEE Transactions
publication
Co-authoring a research paper on AI systems for publication in IEEE Transactions.
DUAA's twin is AI, it can make mistakes.
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