At Sibaway, I engineered a Retrieval-Augmented Generation pipeline with document parsing, retrieval, reranking, and evaluation. I also applied grounding and prompt engineering to reduce hallucinations and optimized retrieval to reduce latency and inference cost.
I designed and built VANA, a .NET Web API platform for connecting to SQL Server, PostgreSQL, and in-memory databases. Its natural-language-to-SQL engine and web interface let non-technical users query databases conversationally while blocking destructive commands.
For Nibras Legal Tech, I built the Criteria Association Module, a reusable ASP.NET Core and React/TypeScript component integrated with a production REST API and PostgreSQL. It includes a registry-driven design for adding reference-data types without code changes or redeployment, along with audit logging and a bilingual Arabic-English interface.
My projects include an autonomous fire-fighting robot using SLAM, LiDAR, and sensor fusion, and smart glasses that recognize faces, emotions, and gestures and translate text to audio. I also co-built UniPath, a three-stage academic and career guidance platform selected twice for the national Project to Market competition.
