George Youhana Heazil Ghaly

George Youhana Heazil * Cairo | #-| ƒ - | § github.com/Geo-y20 ï linkedin.com/in/george-youhana-a5b756155 ‡ Education Arab Academy for Science, Technology, and Maritime Transport, Alexandria, Egypt Grade: Very Good Bachelor’s Degree in Artificial Intelligence, Data Science Department Feb 2021 – Present • Relevant Coursework: Web Development, Data Structures, Machine Learning, Statistics for Data Science, Data Mining, Data Analysis, Data Science, Deep Learning, Natural Language Processing (NLP) l Work Experience Nov 2024 – Present Coding Instructor, iSchool | DEMI Semester 1 2ndIntake • Responsible for Grades 4 & 6, creating engaging lessons with hands-on coding projects. • Delivered tailored content for online classes to maximize student learning outcomes. Data Science Freelancer Coach, Digital Egypt Pioneers | Elharefa · Contract Oct 2024 – Present • Led mentorship for two 8-week batches of up to 25 students each, focusing on freelancing and career readiness in AI & Data Science. • Delivered 25 hours per week of online mentorship, supporting students’ technical and professional development. Coding Instructor, iSchool | DEMI Summer Semester3 · Offline Aug 2024 – Sep 2024 • Designed and delivered an offline curriculum for Grades 4 & 5, achieving a 70% improvement in students’ coding skills. • Enhanced engagement through interactive, hands-on projects tailored to age-appropriate learning levels. Learning Roadmap Creator & Machine Learning Engineer, GuruHub · Contract Apr 2024 – Jul 2024 • Curated and published comprehensive learning roadmaps on AI and Data Science topics for the GuruHub platform. • Designed, developed, and deployed customized AI solutions, optimizing user engagement on the platform. AI Developer Intern, Elegant Textile Engineering (A&M Programming), Alexandria, Egypt Jul 2023 – Aug 2023 • Applied machine learning techniques to analyze and optimize textile production data, achieving a model accuracy of 94%. • Led agile development processes within a high-velocity 4-member team, facilitating daily stand-ups and sprint planning. • Collaborated closely with senior engineers, contributing to the successful deployment of optimized solutions. ¨ Projects Enhanced-Learning-Experience, Graduation Project GitHub Repository Sep 2023 – Jul 2024 • Engineered a FastAPI-based application that processes and transcribes audio and video files into text using the Whisper model. • Extracted and summarized content from PDF files, processing over 5,000 files with a transcription accuracy of 95% and reducing content summarization time by 50%. • Skills: FastAPI, Whisper model, Text Processing, Web Development. Uber Ride Data Analysis, Personal Project GitHub Repository Jun 2024 • Enhanced data preprocessing and cleaning, improving dataset accuracy by 85%. • Automated data processing steps, reducing overall analysis time by 60%. • Developed an interactive dashboard with real-time updates and visual insights, improving decision-making efficiency by 70%. • Skills: Data Preprocessing, Dashboard Development, Python. Standard-OCR Dec 2023 GitHub Repository • Implemented a high-accuracy OCR system using deep learning (ResNet50V2), achieving an accuracy improvement to 92%. • Skills: OCR, Deep Learning, ResNet50V2. Diabetes-Prediction-Capstone Dec 2023 GitHub Repository • Implemented a dual-functionality system combining machine learning for diabetes prediction, where the Random Forest Classifier achieved 83% accuracy. • Integrated real-time heart rate monitoring using a Pulse Sensor and Arduino. • Responsible for web deployment and AI development. • Skills: Machine Learning, Web Deployment, IoT. Arabic Text Summarization GitHub Repository Jun 2023 – Jul 2023 • Engineered an advanced Arabic text summarization system by fine-tuning the pre-trained AraBART model. • Optimized system performance, reducing manual summarization time by 40%. • Skills: NLP, Text Summarization, AraBART. Egyptian Cotton Classification, Internship Task GitHub Repository Jul 2023 – Aug 2023 • Designed an innovative website for cotton classification using a deep learning model, achieving 92% accuracy. • Developed the website, improving classification efficiency by 35%. • Skills: Deep Learning, Image Processing, Web Development. Ð Additional Skills • Programming Languages: C, C++, Node.js • Tools: Heroku • Database Management: MySQL, MongoDB • Cloud & Containerization: AWS Academy Cloud Foundation, Docker • ML/AI: TensorFlow, Keras, Scikit-learn • Data Analysis: Tableau, Matplotlib, Seaborn • Automation Testing: Experience with running tests in GitHub pipelines • Soft Skills: Communication, Project Management, Team Collaboration, Operational Excellence [ Courses Google Advanced Data Analytics, Specialization Feb 2024 Machine Learning Training, ITI - Online Data Analyst - NanoDegree Program, Udacity Aug 2023 Mar 2023 Œ Awards and Achievements Jul 2023 AIC-AI NLP Coopetition Achievement • Top 10 teams out of 350 Africa Health ExCon Competition, 1st Place May 2023 Former Participant at Robocupjunior Egypt Mar 2022 • 1st Place in the Arab Academy for Science, Technology & Maritime Transport in Alamein Branch ´ Volunteering Activities Scientific Committee in Student Union Jan 2023 – Sep 2023 Head Software, Innovation Club Dec 2021 – Oct 2023