zeina hesham
@zeinahesham
Junior AI/ML engineer building MeshCNN segmentation and an LLM clinic assistant with appointment booking and RAG.
EgyptWhat I'm looking for
My graduation thesis at the German University in Cairo focused on semantic labeling for 3D rigging and animation. I developed and trained a MeshCNN-based model that achieved 97% segmentation accuracy on stylized meshes, and wrote Blender scripts to automate parts of the rigging process.
For a team clinic management project, I built an LLM agent that books appointments through existing REST APIs and answers clinic FAQs using RAG. I also developed its retrieval pipeline with chunking, embeddings, and Chroma, with guardrails for diagnostic questions.
At Breadfast, I used SQL and BigQuery to analyze customer and product data, improve query processing time, and build ETL pipelines and Tableau dashboards. I’m seeking a junior AI engineering role or internship focused on building and deploying ML and GenAI applications.
Experience
Work history, roles, and key accomplishments
ServiceNow Developer Trainee
Information Technology Institute
Feb 2026 - Jun 2026 (4 months)
Completed hands-on training in ServiceNow development, including client/server scripting, Service Catalog, and Flow Designer.
Data Analyst / Data Engineer
Breadfast
Sep 2024 - Feb 2025 (5 months)
Used SQL and BigQuery to analyze customer behavior and product performance data. Improved SQL queries for efficiency and created Tableau dashboards. Built and maintained ETL pipelines in BigQuery.
Education
Degrees, certifications, and relevant coursework
ServiceNow
ServiceNow Certified Application Developer (CAD), ServiceNow Development
Earned the ServiceNow Certified Application Developer (CAD) certification in July 2026.
Udemy
Machine Learning, Data Science & AI Engineering with Python, Machine Learning, Data Science & AI Engineering
Completed the Machine Learning, Data Science & AI Engineering with Python course in January 2026.
ServiceNow
ServiceNow Certified System Administrator (CSA), ServiceNow Administration
Earned the ServiceNow Certified System Administrator (CSA) certification in July 2026.
Udemy
Machine Learning A–Z: AI, Python & R, Machine Learning
Completed the Machine Learning A–Z: AI, Python & R course in August 2025.
German University in Cairo
Bachelor of Science, Computer Engineering
Bachelor of Science in Computer Engineering with a focus on machine learning and LLM applications. Graduated in July 2025.
Udemy
Python for Data Science & Machine Learning Bootcamp, Data Science & Machine Learning
Completed the Python for Data Science & Machine Learning Bootcamp in December 2025.
Availability
Location
EgyptAuthorized to work in
Salary expectations
Social media
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