Abdelrhman Nile Email & Phone Number

Qesm El Maadi, Cairo, Egypt

United States

* Developed data pipelines for fetching and processing satellite images.* Trained a machine learning classifier on satellite data for agricultural purposeswhich achieved +0.9 F1-score.* Deployed machine learning model using flask and docker.* Developed a prototype RAG system powered by LLMs to automate and streamlinecustomer service in the food industry.

Qesm El Zamalek, Cairo, Egypt

* Developed a facility surveillance system utilizing machine learning and computervision techniques.* Developed a pipeline for processing, analyzing and manipulating video streams inreal-time.* Helped in developing an intelligent agent powered by LLMs that generatesbranding proposals for companies.

Egypt

* Worked with 2 teammates to build and train multiple U-NET based architectureson 3,000 MRI brain scans to segment brain tumors.* Optimized model architecture, hyper-parameters and data augmentationtechniques to improve accuracy and reduce over-fitting.* Increased model dice score from 0.75 to 0.9 on MRI scans by adding an attentionmechanism to a U-NET architecture, reducing false negatives by almost 20%.* Co-authored comprehensive technical reports and documentation detailingmodel architectures, hyper-parameters, data processing steps, and resultsachieved