Amna Shahid

Academic

Verbatim text

Amna Shahid
+923005116034, amna31029@gmail.com
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Wah Model Town, Wah Cantt.
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Linkedln: httRs:llwww.linkedin.com[in[amna-s-aa651727al
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Education
Bachelor of Science {Software Engineering)
Major:
~e b Engineering, Applied Al, NLP, MLOPS, Software Construction & Development, Software
esign & Architecture, Requirement Engineering, UX Engineering, Software Quality Engineering
The Scholars Science College, Wah Cantt
~.Sc {Physics, Chemistry, Mathematics)
Margalla Grammar School, Wah Cantt
Matriculation (Physics, Chemistry, Biology)
Projects
r:;nal Proiect: Buglens (Automated Bug Identification and Classification System) [Transformer Models, Puppeteer
Neb Scraoer Docker FastAPI Node.is Next.is PostgreSQLl
An Al-driven platform that identifies and classifies video game bugs using Transformer-based models. It enables bug
dentification from STEAM links/CSV files and bug classification with detailed reports and visualizations
)emester Proiects:
~utomated Research Paper Discovery, Recommendation through Citation & Metadata Analysis [NLP, FAISS, React] :
Developed a paper recommendation platform using citation analysis, Sentence Transformers, FAISS and React.
Multilevel Text Classification Model without training data using BERT [Python, Transformer Models]:
The main focus was to train the model without a heavy training dataset using advanced ML techniques.
::::harity Management System - Inclusion [MERN stack, Figma-wireframing and prototyping] :
Developed a Web application having the modules of Donor, Recipient and Admin for charity management.
) Upply-Demand gap prediction [Machine Learning, Artificial Intelligence, Python] :
Built regression models with feature engineering for demand forecasting and driver allocation.
nventory Management System-lnvenTrack (C#, ASP.NET, SQL]:
::::reated an automated inventorv management svstem to help businesses efficientlv track and manage t heir inventorv.
Work Experience
Sep 2022 - Feb 2023
Worked as a TA for " English Composition and Comprehension," enhancing writing skills.
~I-Developer Intern, SayabiDevs, Karachi
June 2024 - Sep 2024
Norked on NLP Al and ML proiects strengthening technical and professional skills.
Skills & Tools
Professional Skills
Active Listening, Details Oriented, Critical Thinking, Collaboration
Technical Skills
Python, Tensor Flow, SQL, React, C++, HTML, CSS, M ERN Dev, WireFraming, Prototyping,Ul/ UX
fosigning, Software design artifacts, Reauirement Engineering, Al engineering
Achievements
Awarded with monthly merit-based scholarship at matriculation level.
Trainings I Certification
Google Analytics for Beginners, Google Analytics 4
ntroduction to Generative Al (Badge), Google Cloud Skills Boost
Graphic Design, DigiSkills
Attended a workshop for "Advanced Applications of Machine Learning, Deep Learning, NLP and TensorFlow in Action"
Activities
Arranged a successful seminar (with team) for the subject of "Professional Practices in IT"
1nterests
Book reading, Journaling, Sketching, Puzzle/Riddle Solving.
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