Muhammad A.

Hi, I’m Abeer, a Machine Learning Engineer and Data Scientist with experience building end-to-end data-driven and AI-powered solutions. I specialize in developing machine learning models, LLM-based applications, and scalable data pipelines that turn raw data into real-world, production-ready systems. My work spans from data preprocessing and feature engineering to model training, evaluation, and deployment. I have hands-on experience with Python and machine learning frameworks like scikit-learn, LightGBM, and XGBoost. I also build modern AI systems using LLMs, embeddings, and RAG architectures, along with deploying APIs using FastAPI, Docker, and Azure ML. Key areas I work on: Machine Learning & Predictive Modeling LLM Applications & Prompt Engineering Retrieval-Augmented Generation (RAG) Systems API Development & Model Deployment (FastAPI, Docker) Data Analysis & Insight Generation I focus on building practical, scalable solutions that solve real business problems rather than just experiments or prototypes.