I'm a passionate AI/ML Engineer with a deep focus on:
- Computer Vision: Image Processing, Segmentation, Object Detection, OCR
- Large Language Models: RAG, CAG, Agentic Systems, Multi-Agent Architectures
- MLOps & Deployment: FastAPI, Docker, Kubernetes, Jenkins, GCP, MLflow
- Model Optimization: LoRA, QLoRA, ONNX, Adapter Tuning, Quantization
💡 I love designing AI systems that think, reason, and act — combining the power of vision and language into real-world applications.
| 🌟 Project | 🧩 Description | 🔗 GitHub |
|---|---|---|
| Recommandation System | LLM + RAG + CV pipeline | Link |
| AI Image Restoration App | Denoising & Super-Resolution | Link |
| OCR Scanner App | Multi-page scan to PDF with Tesseract | Link |
| Medical Imaging Diagnosis Agent | Streamlit + LLM + CV | Link |
| AI News Agent Team | Multi-agent educational content generator | Link |
| Medical Image Chatbot | RAG+Chorme db | Link |
| Smart-Hotel-Reservation-System-AI-Powered | LightGBM OCR Agent | Link |
| Attentition Library for Computer vision | Several Attentition Techniques in Computer Vision | Link |
| CAMELYON17-Breast-Cancer-Detection | diagnose breast cancer | Link |
| CGIAR Root Volume Estimation Challenge | challenge to predict root volume from plant images using multi-modal data | Zindi Link |
| ZINDI-Mapping-Floods-in-South-Africa | developing machine learning models to detect and map flood-affected | Link |
| Text-to-MySQL Query Generator (LLM-Powered) | converts plain English (or Arabic) text instructions into executable MySQL | Link |
| AI Bubble Sheet) | intelligent Bubble sheet app using OpenCV, LSD edge detection,Flutter. | Link |
| RLHF_notebooks | implementation for Reinforcement Learning from Human Feedback (RLHF) | Link |
| Image Editing Pro | Image Editing Professional using Pytohn and Gradio | Link |
| image denoise pro | Image Denoising Using MiXnet neural network | Link |
| Image Super resolution | Using GPEN for face enhancement and via FastAPI | Link |
| Smart Image Sharpnees | modify huging face space to work through Fast API | Link |
| Multimodal Remote Sensing Analysis(GeoCLIP & Flamingo) | Multimodal Learning for Satellite Imagery and Geospatial Intelligence | Link |
| AI_Recommandiation_System | AI Recomandation System for Sales | Link |
| Defocus Debluring | Remove deblueing from image using Restomer Net | Link |
| person_detection_from_video | Detecting Person from Camera in Secueity purpose | Link |
| Disease-Classification Kaggle | Plantes Disease-Classification | Link |
| Smart Manufacturing Machines Efficiency Prediction | predicting the operational efficiency of industrial manufacturing machine | Link |
| AI-Music-Composer | AI Muisc Composer from End to end K8,Jenkins,GCP | Link |
| msda | real-time anomaly detection from high-dimensional heterogeneous/homogeneous time series | Link |
| Time Series Forecasting with Lag Llama | Time Series Forecasting with Lag Llama | Link |
| luminol | time series data analysis. | Link |
| Rain Predication | Australia-Weather-Rain-Prediction | Link |
| Well-Performance-Prediction-and-Anomaly-Detection | predicting the performance of wells in terms of gas, oil, and water production | Link |
| AI-Powered Assessment of Vegetable Cutting Techniques Using Multi-Modal Computer Vision Models | Assessment of Vegetable Cutting Techniques | Link |
Python • C++ • SQL • Bash
PyTorch • TensorFlow • OpenCV • scikit-learn • LangChain • LangGraph • Agno • AutoGen
Docker • Kubernetes • Jenkins • MLflow • GCP • Airflow • DVC
FastAPI • Flask • Streamlit • Django
PostgreSQL • MySQL • MongoDB
Git • Spark • Flutter • Linux
| 🧠 Title | 🔗 DOI / Link |
|---|---|
| Paddy Leaf Disease Classification using Enhanced CoAtNet + MobileNetV2 | 🔗 Zenodo |
| AI-Powered Assessment of Vegetable Cutting Techniques | 🔗 DOI |
| YOLO + Kalman Filter for Tennis Ball Tracking | 🔗 DOI |
📧 Email: [email protected]
🌍 LinkedIn: mohamed-ahmed-700019a5
🧠 Blog: DeepLearning4ComputerVision
🧾 Orcid: 0009-0001-3342-7233
💼 Turing: Profile
“Turning ideas into AI-driven realities — one model at a time.” 🚀