Hey I'm Mamoona

I'm a First-year MSCS student studying Computer Science at the Fatima Jinnah University. Previously, I studied B.S. in Computer Science at the COMSATS University where I automated brain tumor MRI images through machine learning techniques. I love combining Computer Science and Design to create solutions that foster personal growth and benefit society.

I am seeking a full-time research assistantship position for Fall 2025 in labs with a focus at the intersection of Machine Learning, Informatics, Human Computer Interaction, , HCC, Human-Robotic Interaction, Interfaces also excites me. My interests are mainly in healthcare, interactive digital tools and emerging technologies (AR, VR, generative AI).

News

Earned 3.90 GPA in Fall 2024 Semester

Started research on Cancer and Chemotherapy with focus on NLP this Spring 2025

Things I can do

Code in Python

Read and Critique Papers

Web & Graphic Design See here

Wireframing and Prototyping

Run a bunch of Machine Learning Models

Projects

Here's a little about the projects that I worked on in the past.

CAD for Brain Tumor Classification

We developed a customized deep learning based classification technique for automating 3,064 MRI Tumor images, resulting in a brain tumor diagnosis prediction accuracy of 98%.

Deep Learning MRI Healthcare Computer Vision

Automating Weeds Detection in Crop Fields for Spraying herbicides

Developed weed detection in agriculture using UAV imagery I've trained a model to accurately identify weeds in crop fields to help farmers reduce herbicide use, promote sustainability, and transform selective spraying through drones.

Yolov8 Computer Vision UAV images Image Detection Agriculture Technology

AspireHer

To empower young women in rural areas by addressing their career development needs I conducted user research through semi-structured surveys and interviews remotely with 18 young women in rural areas to understand their needs, challenges, and career aspirations. Currently building a platform to connect them and provide them career support.

prototyping UX Research Surveys and Interviews Education

Hackathon Projects

Projects I've developed during various hackathon events.

AI Daily Productivity Planner

AI Daily Productivity Planner

A smart scheduling assistant designed to improve time management and productivity. Uses voice commands to schedule tasks and events.

Project Details September 2024

Education

Course Work: Machine learning & Neural Networks , Data Science, Advanced Theory of Computation Advanced Operating Systems, Theory of Programming Languages, Advanced Algorithm Analysis.

3.27/4.0 CGPA , Thesis Title: CAD for Brain Tumor Classification advised by Dr Sharif

Achievements

  • Recipient of the Laptop by Honorable PM of Pakistan on Merit
  • Secured A for defending my final year thesis , top 2% in my batch
  • Best Documentary Direction Competition Winner
  • Sports girls President ,sucessfully lead 6 teams and won the trophy for my department