Duaa Fatima

Academic

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I
Duaa Fatima
+923358449585, fatimaduaa053@gmail.com
Adiala Road, Rawalpindi
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Linkedln: httgs:Llwww.linkedin.com[in[duaa-fatima-3b03ab260[
!Education
Bachelor of Science (Data Science)
Major: I Data Science, Deep Learning, Machine Learning, Artificial Intelligence, Data Engineer
~rmy Public School and College Fort Road
F.Sc {Physics, Chemistry, Mathematics)
~rmy Public School and College Fort Road
Matriculation {Physics, Chemistry, Biology)
Projects
Final Proiect: EdBot [Python, RAG, React]
EDBOT is an Al-driven educational tool that generat es personalized study mat erials and adaptive assessments based on
user input. It enhances learning by providing dynamic content, real-t ime feedback, and difficulty adjustments to support
15tudent progress.
Semester Proiects:
Multi-model meme analyser [Python, HTML, Flask]:
Using 7 different ML models to classify images and text containing memes.
Flight Delay Prediction [Python]:
Developed a flight delay prediction syst em using ensemble models built from scratch, combining SVM, Decision Tree,
and Logistic Regression
Urdu Sentence Segmentation [NLP, Python]:
Developed an Urdu sentence segmentation t echnique to handle space insertion/omission challenges and accurat ely
identify boundaries, comparing results with Urdu Hack.
Next Video Frame Prediction [Python, React]:
Developed a video frame prediction system using the UCF101 dataset, implementing ConvLSTM, PredRNN, and
rrransformer-based models. The project enhances action recognition, surveillance, and video synthesis by forecasting
~uture frames from input sequences.
Work Experience
Al developer intern at UrduX
I
Jun 2024 - Aug 2024
Working as an Al intern developed an admission query chatbot known as Ask Fast
'Skills & Tools
Professional Skills
Leadership, Problem-solving, Analytical Thinking, Effective Communication
lrechnical Skills
Python, Tensor Flow, SQL, No SQL, Sci-kit Learn, HTML, CSS, Fine-tuning, RAG, NLP, Web
Scrapping, R, Data Preprocessing, Deep Learning, Machine Learning, Chatbot Development
'Achievements
rreacher Assitant for NLP and Discrete Structures
Lab Demonstrator for OLD and Operating systems
Owner of small scale clothing brand "URAAN"
Trainings I Certification
Data Analytics using Excel by Great Learning
Create Charts and Dashboards using Google Sheets by Coursera
Neural Networks and Deep Learning by DeepLearning.AI
'Activities
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Officer at Nascon'24 Social Media Team
Usher at Job Fair 24
rream member for FPS and Full-send athelet ics society
~nterests
Baking and being creative on CANVA
FAST NUCES ISLAMABAD CAMPUS

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