Zeina Zidan

ai internship

• Job Details:built and deployed a large language model (llm)-based chatbot, improving query interpretation accuracy by 15%. contributed to the design and training of nlp models for sentiment analysis. collaborated in agile sprints, completing 4+ iterations of nlp-based features.

software testing intern

• Job Details:performed over 40 manual test cases to validate software across multiple platforms, ensuring 100% functional compliance. identified and reported 20+ critical bugs, accelerating bug resolution turnaround by 20%. attended sessions of the istqb (international software testing qualifications board) course during the internship training.

programming instructor

• Job Details:delivered over 450 structured sessions on python, machine learning, data analysis, and ui/ux to students aged 7–18, promoting hands-on learning. coached students through full-cycle game development projects in godot, including physics simulation and animation logic. facilitated age-appropriate coding activities using minecraft education and code.org, improving engagement by 40%. developed data analysis exercises with pandas and matplotlib, increasing concept retention by 35%. streamlined ui prototyping instruction with figma, reducing project completion time by 30%.