Mohamed Ahmed Eid
LLM & Agents
C++
Python
C
Active 2 days ago
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Overview
Technical skills
Projects
Timeline
Roles
Overview
Computer & Communications Engineering student with practical experience in Python, Git/GitHub, and AI/automation workflows. Built AI agent workflows and a custom RAG pipeline using LLM concepts and PyTorch, plus a computer-vision event detection and logging system with OpenCV. Also implemented embedded microcontroller automation logic using C++ state-machine design.
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Technical skills
C++
Python
C
C++
TensorFlow C++
AI/ML
LLM
NumPy
OpenCV
Pandas
PyTorch
Scikit-learn
TensorFlow
AI Agents
Machine Learning
RAG
Computer Vision
NLP
DevOps
AWS
GitHub
Git
Linux
Projects
Embedded Smart Microcontroller Automation
Designed state-machine logic for automated hardware behavior and keypad-based security flow. Applied structured debugging and optimization to improve execution speed and interface stability. Implemented the solution using C++ and logic design principles for predictable operation.
Automated Vision & Event Logging System
Developed Python computer-vision scripts for real-time tracking and automated event detection. Added background automation to process streaming video inputs and trigger logging workflows. Focused on reliable detection and structured event recording for continuous operation.
Autonomous AI Agents & Custom RAG Pipeline
Built AI agent workflows that automate context processing using a custom retrieval-augmented generation (RAG) pipeline. Implemented modular components with Git/GitHub to support clean updates and feature branching. Used PyTorch-based ML code alongside LLM/RAG logic to power automated responses.
Timeline
El Shorouk Academy
Bachelor's Degree ·
Communication & Computer Engineering