Salma Hisham

Data science, Machine Learning

Nasr City, Cairo, Egypt

Axelerate Engineering

Dec 2022 - Present -2 yrs, 7 months

Job Details:- Develop ML and computer vision models for BIM tools, optimizing integration and enhancing efficiency, with seamless CI/CD on GCP for enhanced scalability and performance. - Enhance floor-plan segmentation model for precise extraction of internal items' coord inates. - Highlighted the creation of a product similarity search through the integration of image classification and segmentation models

Upwork

Oct 2022 - Present -2 yrs, 9 months

Job Details:- Developed a knowledge-based chatbot with multiple PDF files via the chatGPT API, Lang Chain, Pinecone, and Gradio. - Implemented polarity analysis with all text preprocessing stages (cleaning, preprocessing, etc). - Optimized tree-based and ensemble models up to 6% via hyper-parameter tuning. - Improved multi-classification model performance by 2.5% within imbalanced vague data via feature selection, imbalance handling, and model optimization.

M.Sc Informatics in Computer vision
Nile university
Jan 2023 - Jan 2025 - 2 yr
Technical Diploma in Machine Learning
Information Technology Institute (ITI)
Jan 2021 - Jan 2022 - 1 Year
Bachelor's Degree in computer science
Mansoura University
Jan 2020