I'm a passionate NLP and LLM Engineer with deep expertise in natural language processing and large language models. My work spans the full ML pipeline—from data preprocessing and traditional machine learning to advanced transformer architectures and model deployment.
With a strong foundation in machine learning fundamentals and specialized training in web development, I build end-to-end AI applications that combine sophisticated NLP capabilities with professional, user-friendly interfaces.
Currently pursuing my degree in Artificial Intelligence at Benha University, I'm dedicated to exploring advanced NLP techniques and applying cutting-edge LLM technologies to solve real-world problems, while ensuring these solutions are accessible through well-designed interfaces.
Building end-to-end AI applications with professional UIs
Technologies and tools I work with
NLTK, SpaCy, Transformers
BERT, GPT, Transformers
TensorFlow, PyTorch, Hugging Face
Flask, HTML, CSS, JavaScript
SQL, ETL, Data Preprocessing
Matplotlib, Seaborn, Plotly
Git, GitHub, Agile
Docker, Flask, Streamlit
Some of my recent NLP and LLM applications
Advanced stance detection model using FNC-1 dataset to classify relationships between headlines and article bodies.
BERT-based model for Arabic text sentiment analysis with 89% accuracy, integrated into a responsive web application.
AI-powered mental health assistant using RAG with FastAPI backend and Streamlit frontend for empathetic, informed support.
My learning journey
Comprehensive course covering Flask, HTML, CSS, and JavaScript for building professional web applications.
Specialized training in transformer architectures, BERT, GPT, and advanced language modeling techniques.
Benha University, Faculty of Computers and Artificial Intelligence - GPA: 3.408/4.0 (Very Good)
Feedback from amazing people I've worked with
AI Research Lead
"Menna's expertise in NLP and her ability to build complete applications with professional interfaces is exceptional. She transformed our research prototypes into production-ready tools."
Data Science Manager
"Working with Menna on our Arabic NLP project was a pleasure. Her web development skills allowed us to deploy our models with interfaces that our clients actually enjoy using."
Tech Lead, AI Startup
"Menna's ability to bridge the gap between complex NLP models and user-friendly applications is remarkable. She delivers complete solutions, not just algorithms."
