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Hi, I'm Mamoona

Software Engineer with strong technical foundation and a curious, forward-thinking mindset. Passionate about building seamless digital experiences and smart systems that solve real world problem.

Education

Bachelors of Software Engineering

2021–2025

National University of Sciences and Technology (NUST)

Courses:

Fundamentals of Programming Data Structures and Algorithmn Object Oriented Programming Database Systems Computer Networks Software Engineering Web Development Machine Learning Deep Learning Deep Image Processing

Skills

Programming Languages

C, C++, Java, Python

Front-end Development

HTML5, CSS3, JavaScript

Mobile Development

Dart and Flutter

Databases

Mysql, Firebase, MongoDB

Machine Learning

Python, TensorFlow, Pytorch, Scikit-learn, OpenCV

Libraries

Numpy, Pandas, Matplotlib

Tools and Technologies

VS Code, Android Studio, Matlab, Jupyter Notebook, Postman

Version Control

Git and GitHub

UI/UX Design

Figma and Canva

Experience

Mobile App Developer

2024 - Nov 2024

Built cross-platform mobile apps with Firebase backend. Designed and developed the admin panel for Lawyer Digital Diary mobile app using Flutter, Dart, and Firebase, showcasing strong coding skills, problem-solving abilities, and real-time database integration. Created an intuitive and user-friendly interface for the SwiftHR mobile app, enhancing overall user experience.

Machine Learning Engineer

2025-Present

Preprocessed large datasets, performed feature engineering, and fine-tuned machine learning models to enhance classification and prediction accuracy. Developed, optimized, and integrated machine learning models into applications, ensuring efficient real-time inferences.

Projects

Dweet

Developed a MVP of an Errand-Running mobile app for a client. Implemented core features including task posting, runner matching, and manual payment handling, laying the groundwork for future premium services.

Dart Flutter Firebase Authentication Cloud Firestore Cloud Storage Firebase In-App Messaging UI/UX

Visual Narrator

Developed an image description generator using CNN and LSTM trained on Flickr 8k Dataset.Implemented Tinker UI with real-time processing feedback, image preview capabilities, and a dual-panel layout that displays both the generated caption and detailed analysis

Python TensorFlow Keras CNN LSTM DenseNet201 Model Training Tinker UI

AutoAwake

Developed a YOLOv8-based real-time driver drowsiness detection system. The system detects eye closure and yawning to identify potential drowsiness, providing visual and audio alerts to prevent accidents caused by driver fatigue.

Python Open CV Pytorch Yolov8 Pygame Model Training Model Evaluation

Social Spark

Developed a minimalistic cross platform social media app. Implemented core functionalities such as user authentication, user profile, post creation, feed management, and real-time chat. Designed a user-friendly interface with engaging features.

Dart Flutter Firebase Authentication Cloud Firestore Cloud Storage Firebase In-App Messaging UI/UX

MatScan

Developed a computer vision based application for automated surface defect inspection using a fine-tuned MobileNetV2 model. System Classifies different defect types and provides visual feedback, predictive insights, and transparency through Grad-CAM.

Python TensorFlow OpenCV MobileNetV2 Model Training Model Evaluation Tinker UI

Certifications

Verified

Machine Learning Specialization

by Stanford University and DeepLearning.AI

  • Supervised Machine Learning: Regression and Classification
  • Advanced Learning Algorithms
  • Unsupervised Learning, Recommenders, Reinforcement Learning

Contact Me

Feel free to reach out for collaborations.