Hi, I'm |
AI & Machine Learning Student
Passionate about building AI-driven applications, custom GPT models & smart IoT solutions, with a focus on turning complex ideas into impactful real-world projects.
About Me
Get to know the person behind the code
Who am I?
I’m Muhammad Ahmed Rayyan, an aspiring AI enthusiast with a strong self-learning attitude and a passion for creating innovative solutions. Currently pursuing a Bachelor’s in Artificial Intelligence at SZABIST University, focusing on exploring and building intelligent systems that address real-world problems. I am skilled in Python, machine learning and AI-driven technologies and I enjoy turning ambitious ideas into practical, impactful solutions while continuously learning how AI can shape everyday life.
AI Application Development
Creating intelligent applications using Python, machine learning techniques, and tools like Streamlit and Hugging Face.
Database Systems
Designing, managing, and optimizing databases using SQL and custom queries — powering dynamic, secure, and scalable software solutions.
My Skills
Technologies I work with daily
Structured Code
Clean, maintainable bases
Data-Centric
Robust backend systems
Model Efficiency
Faster, meaningful results
Deployment Ready
End-to-end AI apps
My Projects
Some of my recent work
EEG Brain Signal Classifier
A machine learning-based EEG signal classification system designed to analyze and classify brainwave patterns from EEG datasets.
EEG Brain Signal Classifier
Intelligent EEG analysis platform that processes brainwave signals and applies machine learning models for accurate signal classification and pattern recognition.
MediQuery RAG
An AI-powered medical question answering system using Retrieval-Augmented Generation (RAG) to provide context-aware healthcare information from medical documents.
More Projects
nnUNet Low-Field MRI Segmentation
Medical image segmentation pipeline using nnUNetv2 for low-field MRI super-resolution and analysis.
FixTrack
A real-time issue reporting and tracking platform with interactive maps, live status updates, and department-based management.
RepoHealth AI
An AI-powered repository analysis tool that evaluates project health, code quality, and development activity using intelligent insights.
AI Hotel Management System
An intelligent hotel management platform featuring automated booking, customer analytics, and real-time operational monitoring.
My Achievements
Milestones in my career journey
Machine Learning Competition – 1st Place
2025
Secured first position in an inter-university Machine Learning competition by developing a predictive model optimized for minimal loss, demonstrating strong model tuning and problem-solving skills.
AI Image Generation – 3rd Prize
2025
Earned third place in the AI Image Generation Competition on World No Tobacco Day, hosted by Aga Khan University. Work was featured in a virtual public health art gallery.
CI/CD in Machine Learning – Certification
Completed in 2025
Successfully completed the “CI/CD in Machine Learning” course from DataCamp, gaining practical experience in automating ML workflows and model deployment.
Academic Competitions
2023 – 2025
Participated in multiple university-level competitions including database design and logic design challenges, demonstrating teamwork and problem-solving under pressure.
Get In Touch
Have a project in mind? Let's talk about it!
Contact Information
Location
Karachi, Pakistan
Phone
Availability
Open for Projects / Collaboration