AI Engineer focused on Computer Vision, Generative AI, and Agentic AI systems. I build end-to-end intelligent systems — from model training and fine-tuning to production deployment.
Currently working as an AI Engineer at Helm AI and open to new opportunities.
CV & Deep Learning PyTorch · YOLOv7 · OpenCV · Image Classification · Object Detection · Diffusion Models
Generative AI & LLMs LangChain · LangGraph · Hugging Face · Transformers · LoRA · Fine-tuning · RAG · Prompt Engineering
MLOps & Deployment FastAPI · Celery · Redis · Docker · MLflow · DVC · CI/CD · AWS EMR/S3 · Model Monitoring
Data & Analytics PySpark · Hadoop · Pandas · NumPy · SQL · Streamlit
| Project | Description | Stack |
|---|---|---|
| Vehicle Monitoring System | Real-time multi-object vehicle tracking with YOLOv7 and custom temporal consistency algorithm | PyTorch · YOLOv7 · OpenCV |
| Customer Churn Agent | Autonomous LangGraph agent for churn prediction with Streamlit interface | LangGraph · Random Forest · Streamlit |
| Fact-Checking LLM Pipeline | Implementation of Microsoft Research claim extraction paper with correction generation | Transformers · NLP |
| Image Captioning | Multimodal captioning system with Transformer decoder and beam search | PyTorch · YOLO · Attention |
| Cinema Crawler | Distributed ML pipeline on AWS EMR with PySpark | PySpark · AWS · S3 |
- AI Engineer @ Digitalis Commerce — deployed SDXL diffusion model API, achieved 50% VRAM reduction via INT8 quantization
- Computer Vision Research Intern @ Zewail City University
- ITI Data Science Diploma · Zewail City BSc in Communication & Information Engineering
- IELTS Academic 7.0
📫 o.mohamed.gaballah@gmail.com
💼 linkedin.com/in/omar-gaballahh