At Blue Gulf Shipyard, I built an AI-powered Ship Repair Cost Estimator that combines tariff-based pricing, structured data retrieval, and estimation logic to predict repair costs in real time.
I also developed a tool-calling chatbot to retrieve internal pricing data and assist engineers with estimates. I designed a feedback loop that captures user edits and actual outcomes, and deployed models with FastAPI.
At Elevvo.tech, I built NLP pipelines with Hugging Face Transformers for sentiment analysis and optimized preprocessing and inference. At ST Smart, I developed CNN-based computer vision models for object detection in robotics applications.
On my Autonomous Surface Vehicle project, I developed YOLO and OpenCV obstacle detection and risk-based path planning integrated with Pixhawk, validating performance in Gazebo. My other projects include an Arabic NLP Suite and MindMed VR, a graduation project combining a chatbot, sentiment analysis, and VR meditation.

