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edries business

@edriesbusiness

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Junior AI Engineer specializing in computer vision and data science.

Egypt

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What I'm looking for

I am looking for a role that challenges my skills in AI and data science, promotes continuous learning, and offers opportunities for professional growth.

I am a passionate AI Engineer with a strong foundation in computer vision and data science, currently pursuing my Bachelor's degree from the Faculty of Computers & Artificial Intelligence at Benha University. My academic journey has been marked by a GPA of 3.56 and an A+ in my graduation project, where I developed a Driver Monitoring System utilizing deep learning techniques.

In my professional experience, I have worked with Pelcro as an AI Engineer, where I designed and deployed LLM-powered agents for customer support. My role at Singularity involved developing detection models for object and face recognition, optimizing them through advanced techniques like hyperparameter tuning and data augmentation. I have also interned at Valeo and Itida, gaining valuable insights into machine learning and AI model accuracy enhancement.

My projects showcase my ability to apply theoretical knowledge to real-world challenges, such as creating a gold price prediction model with a 0.983 R² score and developing a Vision-Language Model from scratch. I am eager to leverage my skills in a dynamic environment that fosters innovation and growth.

Experience

Work history, roles, and key accomplishments

Current

AI Engineer

Current

Pelcro

Apr 2025 - Present (3 months)

Experienced in designing and deploying LLM-powered agents for customer support and internal automation. Skilled in implementing Retrieval-Augmented Generation (RAG) pipelines, prompt engineering, and robust API integrations.

LLM Retrieval Augmented Generation (RAG)Prompt Engineering API Integration Data Security

Machine Learning Engineer

AI & Data Science - AWS

Apr 2024 - Oct 2025 (1 year 6 months)

Designed, developed, and deployed scalable AI solutions using AWS services such as SageMaker, Lambda, and Step Functions. Built and optimized end-to-end machine learning pipelines by integrating Glue, Redshift, and S3 for advanced data processing.

AWS Sagemaker Lambda Step Functions Machine Learning Pipelines Glue Redshift S3 TensorFlow PyTorch MLOps

AI Engineer

Singularity

Sep 2024 - Jul 2025 (10 months)

Developed and Optimized Detection Models by designing and implementing computer vision models for object and face detection using TensorFlow, PyTorch, and OpenCV. Built RESTful APIs with Flask and FastAPI to serve machine learning models, ensuring seamless integration with backend systems.

Computer Vision TensorFlow PyTorch OpenCV RESTful APIs Flask fastAPI Backend Optimization

Data Science Intern

Placement Dost

May 2024 - Jun 2024 (1 month)

Developed and implemented data science projects using deep learning, Excel, and machine learning for real-world applications. Created an automated spam detection system using TensorFlow and Python, and built a Bitcoin price prediction model leveraging NumPy, Matplotlib, and Scikit-Learn.

Deep Learning Excel Machine Learning TensorFlow Python NumPy Matplotlib scikit learn Predictive Analytics Data Visualization

Graduation Projects Support

Valeo

Jan 2024 - Jun 2024 (5 months)

Received substantial support and mentorship from experienced professionals at Valeo, significantly enhancing the quality and effectiveness of my project. Their expert guidance and insights played a crucial role in the successful completion of the project, improving both technical proficiency and problem-solving skills.

Mentorship Technical Proficiency Problem Solving Collaboration

Computer Vision Intern

The Sparks Foundation

Sep 2023 - Oct 2023 (1 month)

Deployed trained ML models into high-scalability production environments, ensuring efficient performance. Designed custom deep learning neural networks for image classification and leveraged data visualization techniques to present analysis using specialized software.

Deep Learning Neural Networks Data Visualization data preprocessing

AI Engineer Internship Program

Itida

Aug 2022 - Sep 2022 (1 month)

Gained expertise in Python for Machine Learning, applying ML techniques to enhance AI model accuracy. Coordinated project activities with various departments, analyzing complex problems to develop optimized solutions involving computer hardware and software for improved system efficiency.