Mahmuod Aboalhassan

Mahmuod Aboalhassan

Machine Learning Engineer
Egypt
الإنجليزية, العربية, Arabic, English

About Me

Developed and implemented machine learning models for various projects.
Developed Egyptian ID detection, classification, and data extraction systems with high accuracy.
Created a chatbot using large language models for i…

Experience

Machine Learning Engineer

E-File
Jan 2023 - Present · 3 years 6 months

Developed and implemented machine learning models for various projects in computer vision.
Created an Egyptian ID detection, classification, and data extraction system with high accuracy.
Developed a chatbot using large language models for interacting with stored PDF documents utilizing similarity search.
Built a document classification system for categorizing a large number of document images with minimal samples using interactive learning.
Enhanced object and direction tracking in car tracking projects using YOLO models.
Conducted data analysis and preprocessing to prepare datasets for training.
Fine-tuned models to improve accuracy and performance.
Employed interactive and active learning techniques to enhance deployed model accuracy.
Collaborated with cross-functional teams to integrate machine learning solutions into web applications.

Machine Learning Engineer

E-File
Jan 2023 - Present · 3 years 6 months

Developed and implemented machine learning models for various projects., Developed Egyptian ID detection, classification, and data extraction systems with high accuracy., Created a chatbot using large language models for interacting with stored PDF documents using similarity Search., Developed a document classification system for classifying a large number of document images with minimal samples using interactive learning., Conducted data analysis and preprocessing to prepare datasets for training., Fine-tuned models to improve accuracy and performance., Use the newest Interactive and Active Learning for Enhancing the Deployed models Accuracy., Collaborated with cross-functional teams to integrate machine learning solutions into web applications., Enhanced object tracking and direction tracking in car object tracking projects using YOLO models.

Full Stack Developer

E-File
Oct 2021 - Jan 2023 · 1 year 3 months

Worked on an ECM (Enterprise Content Management) project, focusing on maintaining and adding new features to enhance functionality., Utilized JavaScript, Angular, Node.js, and MongoDB to develop and manage web applications., Implemented API integration and development to streamline data flow between the front end and back end., Improved user interaction designs to boost user experience and application performance., Collaborated with team members to troubleshoot and resolve technical issues.

Full Stack Developer

E-File
Oct 2021 - Dec 2022 · 1 year 2 months

Worked on an Enterprise Content Management (ECM) project, maintaining and adding new features to enhance functionality.
Utilized JavaScript, Angular, Node.js, and MongoDB to develop and manage web applications.
Implemented API integration and development to streamline data flow between the front end and back end.
Improved user interaction designs to boost user experience and application performance.
Collaborated with team members to troubleshoot and resolve technical issues.

MERN Stack Developer

Information Technology Institute (Assiut)
May 2020 - Jan 2021 · 8 months

Participated in a three-month intensive training program focusing on full-stack development using the MERN stack.
Developed and maintained web applications using JavaScript, AngularJS, Node.js, and MongoDB.
Integrated and developed APIs for web application functionality.
Designed user interactions and worked with servers and databases to enhance web app performance.

MEARN Stack Developer

Information Technology Institute (Assuit)
Jan 2021 - May 2020 · 8 months

Participated in a three-month intensive training program focusing on full-stack development using the MERN stack., Developed and maintained web applications using JavaScript, Angular, Node.js, and MongoDB., Integrated and developed APIs for web application functionality., Designed user interactions and worked with servers and databases to enhance web app performance.

Skills

Computer Science Artificial Intelligence Pytorch Image Processing Machine Learning Python JavaScript TypeScript C++ TensorFlow PyTorch Keras Scikit-learn OpenCV Pillow YOLO Image Processing Image Classification Object Detection Semantic Segmentation Object Tracking AngularJS ReactJS Node.js Express.js HTML5 CSS3 SCSS jQuery Bootstrap MongoDB PostgreSQL SQLite3 Django FastAPI LangChain Git Docker Linux Faiss Vector Store Ollama NumPy Matplotlib Problem-solving Creativity Time Management Attention to Detail Communication
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