Rana Muhammad Tayyab User
@ranamuhammadtayyabus
Aspiring data scientist with a strong foundation in computer science.
What I'm looking for
I am currently pursuing a Bachelor's degree in Computer Science at Comsats University Islamabad, where I have maintained a cumulative GPA of 3.63. My academic journey has equipped me with a solid foundation in programming, data structures, and algorithms, which I have applied in various projects. I am passionate about data science and machine learning, as demonstrated by my project on rock vs mine prediction using Support Vector Machine (SVM).
Throughout my studies, I have developed several applications, including a role-based Bank Management System and a text-based social media application. These projects have honed my skills in Python, Java, and SQL, and have provided me with practical experience in software development and database management. I am committed to continuous learning and have completed multiple certifications in data science from IBM, further enhancing my knowledge and skills in this field.
Experience
Work history, roles, and key accomplishments
Bank Management System
Comsats University Islamabad
Apr 2025 - Present (3 months)
Designed and developed a role-based Bank Management System using HTML/CSS for frontend, Flask (Python) for backend, and SQL Server for data storage, supporting users, employees, and admin roles. Enabled users to create accounts, perform transactions, apply for loans and investments, while employees could review and approve user services through a secure web interface.
SONAR Rock vs Mine Prediction
Comsats University Islamabad
Apr 2025 - Present (3 months)
Built a classification model using Support Vector Machine (SVM) in Python to distinguish between rocks and mines based on sonar signal data. Preprocessed and split the dataset using pandas and scikit-learn, ensuring balanced class distribution with train_test_split and applied feature-target separation.
Smart IOT Network Design
Comsats University Islamabad
Jul 2024 - Present (1 year)
Designed and simulated a smart office network using Cisco Packet Tracer, demonstrating expertise in IP subnetting, static routing, and device interconnectivity. Configured core services including DNS, email, and HTTP servers to enable full internal and external communication across the network.
Matrix Visualization
Comsats University Islamabad
Jul 2024 - Present (1 year)
Developed a matrix visualization system using linked lists to dynamically store matrix elements and perform operations such as addition, transpose, and multiplication. Applied core Data Structures and Algorithms (DSA) principles, including singly and doubly linked lists, to manage non-static 2D matrix representations.
Skin Care Website
Comsats University Islamabad
Mar 2024 - Present (1 year 4 months)
Created a responsive and attractive website named “Skin Care” using HTML and CSS. Focused on health, beauty, and skincare content for user engagement.
Social Media App
Comsats University Islamabad
Mar 2024 - Present (1 year 4 months)
Designed and developed a text-based social media application using Java OOP and Swing, allowing users to create accounts, share posts, like, and comment in a Discord-style interface. Utilized object-oriented programming concepts such as classes, inheritance, and encapsulation to manage user profiles, post content, and interactions efficiently.
Travel Website
Comsats University Islamabad
Mar 2024 - Present (1 year 4 months)
Developed a travel-themed website using HTML and CSS. Created essential pages: Home, About, and Contact Us, showcasing Pakistan’s tourist attractions with a clean and user-friendly design.
Hangman Game
Comsats University Islamabad
Mar 2023 - Present (2 years 4 months)
Developed a C++ Hangman game allowing users to guess month names with a 3-life limit. Saved performance results to a file, categorized as Best, Good, or OK based on lives left.
Education
Degrees, certifications, and relevant coursework
Comsats University Islamabad, Wah campus
Bachelor’s in Computer Science, Computer Science
2021 -
Grade: 3.63/4
Activities and societies: Ranked First in Batch Fall 2023.
Currently pursuing a Bachelor's in Computer Science with a cumulative GPA of 3.63/4 over five semesters. Relevant coursework includes Data Structures and Algorithms, Computer Organization & Assembly Language, Computer Networks, and Object-Oriented Programming.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Job categories
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