Summary

Passionate Machine Learning and Deep Learning engineer with hands-on experience in developing and deploying AI-powered solutions. Proven track record in building multimodal AI systems, creative tools, and intelligent agents. Strong expertise in translating complex data insights into actionable solutions while collaborating effectively with interdisciplinary teams. Committed to continuous learning and driving innovation in artificial intelligence applications.

Skills
Programming
  • •Python
LLMs & RAG
  • •RAG Pipelines
  • •Prompt Engineering
  • •Fine-tuning
  • •vLLM
Deployment & MLOps
  • •Docker
  • •Kubernetes
  • •FastAPI
  • •Celery
  • •RabbitMQ
  • •Redis
  • •NGINX
  • •GitHub Actions
  • •Langfuse
AI / ML Frameworks
  • •HuggingFace
  • •Transformers
  • •LangChain
Cloud
  • •Azure
  • •AWS
  • •GCP
Professional Experience
AI Engineer, VEEM Solutions

GlassHub — AI Compliance & Risk Platform

  • •Built production-ready AI platform focused on compliance and risk analysis
    • 08/2024 – present
  • •Integrated multimodal vision-language models for document understanding and assessment
  • •Implemented dynamic RAG pipelines enabling accurate and context-aware responses
  • •Developed scalable document processing workflows for structured and unstructured data
  • •Optimized model serving for high-concurrency AI workloads
  • •Applied advanced prompt engineering to improve multilingual (Arabic/​English) outputs
  • •Deployed containerized microservices using cloud-based infrastructure

    • Tech Stack: Python, FastAPI, LangChain, FAISS, Multimodal VLMs, Docker, NGINX, Cloud VMs

    Agentic Compliance & Analytics Platform

  • •Built AI-driven platform for compliance workflows and natural language data exploration
  • •Developed multimodal analysis pipelines for documents, PDFs, and images
  • •Implemented Text-to-SQL system for natural language database querying
  • •Designed agentic routing system to handle multiple AI workflows dynamically
  • •Built structured reporting pipelines with automated PDF and Excel generation
  • •Integrated observability tools for model tracing, monitoring, and debugging
  • •Enhanced multilingual support with robust translation and error handling

    • Tech Stack: Python, FastAPI, LangChain, Pydantic, Langfuse, Docker Compose, Cloud VMs

    vminds Chatter — Multimodal AI Platform

  • •Designed unified AI orchestration backend for chat, image, audio, and document processing
  • •Built modular routing system across multiple LLM providers (Gemini, AWS Bedrock)
  • •Developed reusable model abstraction layers for flexible provider integration
  • •Implemented environment-based deployment workflows (staging & production)
  • •Improved system reliability with async processing and structured output handling
  • •Enabled cost-aware AI execution through token tracking mechanisms

    • Tech Stack: Python, FastAPI, LangChain, AWS Bedrock, Gemini (Vertex AI), Docker, NGINX

    vminds Solo — AI Media Microservices Platform

  • •Built scalable AI microservices platform for media processing and speech applications
  • •Designed asynchronous task processing using Celery and RabbitMQ
  • •Deployed distributed services on Kubernetes with full orchestration
  • •Optimized worker execution and task routing for performance and reliability
  • •Integrated cloud AI services for speech and image processing

    • Tech Stack: Python, FastAPI, Celery, RabbitMQ, Docker, Kubernetes, Google Cloud AI

    AI Detective Case Generation Platform

  • •Built AI platform for automated generation of structured detective scenarios
  • •Designed multi-stage agent workflows for logical and coherent content generation
  • •Implemented vector-based retrieval for contextual consistency
  • •Developed modular prompt systems for iterative improvement and testing
  • •Deployed scalable APIs and user interfaces for non-technical users
  • •Reduced manual content creation time through automated AI pipelines

    • Tech Stack: Python, FastAPI, LangChain, ChromaDB, Docker, Kubernetes, Vertex AI

    Education
    B.S. Computer Science and Information System, City of Culture and Science University
    07/2018 – 07/2022October, Egypt