Fatima Qurban

Academic

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Fatima Qurban
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+923337136983, fatimagurban3599@gmail.com
Ell/3, Islamabad
Linkedln: httE!s:llwww.linkedin.comlinlfatimagurbanl
Education
AST - Nat ional University of Computer and Emere:ine: Sciences Islamabad.
Bachelor of Science (Software Ene:ineerine:)
Major:
t pplied Al, NLP, Web Engineering, Software Construction and Development, Software Design
nd Architecture UXE MLOPs
Ga rrison Academy, Quetta Cantt
.Sc (Physics Chemistry, Mathematics)
11.rmy Public School Seven Streams, Quetta
Matriculation (Physics, Chemistry, Biology)
Projects
.. inal Proiect: Buglens: Game bug detection system [Next.js, Node.js, Flask, Docker, BERT, PyTorch, HuggingFace]
An Al-powered system that leverages Transformer-based models to automatically detect and classify bugs in video
game reviews, ensuring accuracy through testing, test cases, defect logging, and detailed reports to aid developers in
esolvine: issues efficiently.
Semester Proiects:
Blog Application [Node.js, React.js, MongoDB, Express.js) :
A blogging platform w ith RESTful APls for authentication, blog management, and search, rigorously tested using
:ypress, Postman, manual methods, IEEE 829 test cases, Jira, ESLint, and detailed bug reports for enhanced quality.
Automated Research Paper Assistant [Sentence Transformers, FAISS, Seaborn, React]:
An NLP-based Research Paper Recommendation System with over 90% accuracy, utilizing Sentence Transformers and
AISS to process lOOK+ DBLP papers for 3x faster discovery through advanced similarity searches and visualizations.
Medical Imaging and Radiology Module [Flask, TensorFlow, MobileNetV2, ResNetSO, lnceptionV3] :
A Flask-based medical image classification module featuring pre-trained and custom deep learning models for dataset
processing, model training, and predict ions, with robust error handling and security.
N-Gram Based Urdu Story Generation System [Python, NLTK, Pandas, Google Colab, NumPy, Regex, Matplot lib] :
11.n N-Gram based Urdu story generation system using NLP techniques to preprocess text, build Unigram, Bigram, and
frigram models, and generate probabilistic Urdu sentences and paragraphs.
nventory Management System (lnvenTrack) [ASP.NET Core/MVC (C#), SQL Server, SSMS,, CSS, JavaScript]:
11.n automated Inventory Management System using C# (.NET) and SQL Server, enabling real-t ime inventory t racking,
,ales order management, and role-based access control for optimized business operat ions.
Work Experience
Intern ML/DL Engineer, Bytewise Limited.
July 2024 - Sep 2024
Developed and optimized S+ machine learning models using ensemble learning and
eature engineering, improving prediction accuracy across datasets.
Skills & Tools
Professional Skills
,..eadership, Teamwork, Communication and Time Management.
irechnical Skills
Python, C++, JavaScript, TensorFlow, Pandas, Numpy, Sci kit-Learn, Docker, Kubernetes, Git Hub
IA.ctions, Jenkins, Cypress, Selenium, Jira.
Achievements
Ranked among the Top 5 position holders at my college for academic excellence.
Trainings I Certification
:=omplete Data Science, Machine Learning, DL, NLP Bootcamp
Machine Learning A-Z: Al, Python
Activities
Member at Fast Developers Club
'nterests
Photography, Travelling and Adventure
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