Portfolio | 2025
Mariam
Khayr
Portfolio
The Hyperlocal Climate Disaster Prediction system is an advanced AI-driven framework that fuses satellite imagery analysis with social media natural language processing (NLP) for real-time climate risk assessment.
The AI-Powered Endangered Species Tracker with Citizen Science Integration is an innovative, real-time solution designed to protect endangered species through the power of Artificial Intelligence (AI) and crowdsourced data. Using advanced computer vision (YOLO, ResNet) and audio machine learning techniques (librosa, TensorFlow), this project aims to identify, track, and protect endangered animals (e.g., rhinos, pangolins) through camera traps or audio recordings.
AI-driven reforestation is crucial for combating climate change, but optimizing large-scale seed planting strategies remains a challenge. This project leverages Reinforcement Learning (RL) and Generative Adversarial Networks (GANs) to create a digital twin of forest ecosystems.
The AI-Driven Plastic Waste Audit & Gamified Recycling project leverages cutting-edge AI, blockchain, and gamification to enhance plastic waste management.
As a hardware and software engineer, I specialize in both frontend and backend development, creating seamless and efficient applications. My frontend expertise includes HTML, CSS, JavaScript, and modern frameworks like React.js, Next.js, and Vue.js, styled with Tailwind CSS and Bootstrap. On the backend, I work with Node.js, Express.js, Django, and Flask, integrating databases such as PostgreSQL, MySQL, MongoDB, and Firebase. I am proficient in Git, GitHub, Docker, and Kubernetes, deploying applications using Vercel, Netlify, and AWS, while leveraging GraphQL, REST APIs, and WebSockets for real-time data exchange. Additionally, I incorporate TypeScript for scalable code and apply my hardware engineering background to optimize system performance across both software and embedded solutions.
I have three years of experience as a hardware and software engineer, working on diverse projects across web development, backend systems, and embedded solutions. As a freelancer, I have collaborated with clients to build scalable applications using React.js, Node.js, and Django, while also optimizing system performance through my hardware expertise. My experience includes designing and deploying full-stack applications, managing databases like PostgreSQL and MongoDB, and integrating GraphQL and REST APIs for seamless data exchange. I have worked with Docker, Kubernetes, and cloud platforms like AWS and Vercel, ensuring efficient deployment and scalability. Constantly learning and adapting, I thrive on solving complex technical challenges and building innovative solutions.
My blog will be live soon on Vercel—stay tuned!
mariamkhayr8@gmail.com
https://www.linkedin.com/in/mariam-khayr-06027a189/