Jameel Ammouri
Data & AI Consultant
Amman
Overview
2
2
years of professional experience
1
1
Certification
3
3
Languages
Work History
Data & AI Consultant
EY
12.2024 - Current
- AI Solution Development: Designed and presented an intelligent proposal creation system using RAG (Retrieval-Augmented Generation) that retrieves relevant content and generates contextual responses based on user queries, streamlining proposal development processes.
- Proposal Management & Design: Led end-to-end proposal creation including visual design, formatting, quality assurance, and stakeholder coordination to deliver professional client presentations and documents.
- Data Governance Implementation: Developed data classification frameworks and sharing policies for a Saudi governmental entity in compliance with SADAIA regulations, while configuring Open Metadata tool from system setup to client delivery in the future.
- Business Intelligence & Analytics: Created comprehensive dashboards using Power BI to provide stakeholders with real-time data visualization and actionable insights for informed decision-making.
AI ENGINEER INTERN
Globitel
07.2024 - 09.2024
- Arabic Text Analytics & Topic Modeling: Implemented Latent Dirichlet Allocation (LDA) for clustering Arabic text datasets, including comprehensive preprocessing (stopword removal, text filtering) and interactive visualizations to deliver actionable insights from unstructured Arabic content.
- API Development & Deployment: Built and deployed a Flask-based REST API in Python that processes Arabic text inputs and returns cluster predictions using custom topic modeling algorithms, with extensive testing via Postman to ensure robust performance and accuracy.
- Automated Data Collection & Web Scraping: Engineered web scraping solutions using Selenium and BeautifulSoup to extract researcher profiles and publication data from Google Scholar, enabling large-scale academic data analysis and research intelligence.
- Machine Learning Integration: Developed facial classification models and integrated them with Label Studio's ML backend to automate annotation workflows, significantly improving labeling efficiency and classification accuracy.
- Computer Vision & Object Tracking: Developing an advanced object tracking system combining YOLOv8 detection with ByteTrack algorithms to generate precise tracking trails for real-time object monitoring in dynamic environments.
AI INTERN
Samsung
02.2024 - 04.2024
- Computer Vision Data Annotation: Performed high-precision image annotation using CVAT for computer vision tasks, ensuring consistent labeling quality to optimize model training performance and accuracy.
- Data Preprocessing & Quality Assurance: Developed automated scripts to detect and eliminate duplicate images from datasets, streamlining preprocessing workflows and enhancing data quality for machine learning model development.
Education
Bachelor - Artificial Intelligence & Data Science
Princess Sumaya University For Technology
09.2024
Skills
- Python
- RAG
- LLMs (Large Language Models)
- Docker
- Reactjs
- PowerBI
- Machine Learning
- Data Visualization
- Data Governance
Certification
Google Cloud Associate Cloud Engineer
Timeline
Google Cloud Associate Cloud Engineer
06-2025
Data & AI Consultant
EY
12.2024 - Current
AI ENGINEER INTERN
Globitel
07.2024 - 09.2024
AI INTERN
Samsung
02.2024 - 04.2024
Bachelor - Artificial Intelligence & Data Science
Princess Sumaya University For Technology
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