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Mariam123Hamada/README.md

Hello World, I'm Mariam Abdelsalam!

👩‍💻 About Me

🎓 Computer Science Graduate & AI Engineer passionate about building intelligent, production-oriented AI systems and bridging research with real-world applications.

  • 🤖 AI & ML Expertise: Specialized in LLMs, RAG, Fine-Tuning (LoRA/QLoRA), Computer Vision, and building production-grade MLOps workflows.
  • ⚙️ Backend & Serving: Experienced in developing scalable APIs using FastAPI, Flask, and Express.js, optimized model serving with vLLM, TensorRT, and Triton, and containerized deployments.
  • 💡 Mission: Automating end-to-end ML lifecycles and delivering high-impact, reliable software solutions.
  • 💬 Community: Active mentor in Python, AI, and data-driven thinking through leadership roles like GDG Zagazig.

🧠 Technical Skills

💻 Languages & Databases

Python C++ JavaScript PostgreSQL MongoDB SQLite

⚙️ Backend & AI

FastAPI Flask Node.js PyTorch TensorFlow OpenCV

Hugging Face OpenAI Gemini LangChain

RAG • Prompt Engineering • Tool Calling • Structured Outputs • Vector Databases • LoRA • QLoRA

🚀 Model Serving & MLOps

BentoML vLLM ONNX TensorRT Triton

MLflow DVC Airflow

🐳 DevOps, Cloud & Testing

Docker Git GitHub GitHub Actions AWS Azure

AWS: S3 • EC2 • ECS • ECR  |  Azure Fundamentals  |  Pytest • Unit Testing • Integration Testing • Load Testing


🏆 Achievements

  • 🥇 Top 2 Performer on DataCamp (2024-2025) for Machine Learning & Data Science tracks.
  • 👩‍💻 Core Team Lead – GDG Zagazig (Data Science Track) — led AI workshops, mentoring 50+ students.
  • 🧑‍🔬 Completed multiple advanced ITI and NTI programs in Machine Learning, Computer Vision, and NLP.

📫 Connect with Me

LinkedIn GitHub Email


⭐️ "AI is not just about automation — it's about augmentation. My mission is to make machines understand, assist, and empower humans."

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