Meryem Mahmoud

Muffin. Data Science Intern (Feb 2023 – Aug 2023, Berlin, DE)
- Collaborated on the implementation of large language models using Langchain for natural language understanding.
- Collected and analyzed user data for behavioral and demographic insights
- Utilized Beautiful Soup for blog scraping, extracting valuable insights from unstructured text data
- Applied advanced NLP techniques, including keyword extraction, and guided LDA for topic modeling.
- Developed a high-performance hybrid filtering blog recommendation system using synthetic data and light-fm.
HUAWEI. Data Analyst Intern (Jul 2022 – Aug 2022, Tunis, TN)
- Built a webapp dashboard using Pydeck and Folium to analyze atmospheric duct impact on TDD network, reducing manual reporting time by 10 hours per week.
- Aggregated and cleaned unstructured data from 20+ sources, enabling data-driven decision-making.
TUNISIE TELECOM. Customer Service Center Intern (Jul 2021, Tunis, TN)
- Assisted in network configurations, contributing to improved network performance.
- Analyzed the architecture of various services offered by Tunisie Telecom, gaining insights into telecommunications systems.
Freelance Experience. Graphic and UI/UX Designer
- Conducted user research and collaborated with developers, resulting in user-centered design solutions.
- Designed print materials, social media campaigns, and brand identity assets, enhancing brand recognition using Adobe Creative Suite.

Projects:

Segmentation of Colorectal Cancer Histology Slides (Feb 2022)
- Reviewed scientific papers, codes, articles, and other documents related to colorectal cancer and medical imaging
- Developed deep learning models using Mask RCNN and U-Net to detect and segment cancer cells in images from the EVICAN dataset, achieving 90% accuracy.
- Implemented a supervised learning model for cell classification, increasing accuracy by 15% through feature engineering and ensemble learning.

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