Machine Learning Engineer student specializing in Large Language Models, NLP, and deep learning. Focused on building production-grade AI systems and understanding algorithms from first principles.
| Project | Description | Tech Stack |
|---|---|---|
| RAG-Project | Complete RAG system for PDF Q&A with semantic search | LangChain, Local LLMs, Vector DB |
| LLM Document Q&A | Document analysis with LLAMA 3.2 | LLAMA 3.2, RAG, Gradio |
| Text-to-SQL | Natural language to SQL converter | Deepseek, SQLite, Web App |
| Project | Description | Tech Stack |
|---|---|---|
| ML/DL from Scratch | Foundational ML/DL algorithms | NumPy |
| ML Papers Implementation | Research paper implementations | PyTorch, NumPy |
| Project | Description | Tech Stack |
|---|---|---|
| Semantic Book Recommender | Content-based recommender with emotion filtering | LangChain, ChromaDB, Gradio |
| Image Augmentation App | Batch image augmentation tool | Streamlit, Computer Vision |
- Fine-tuning LLMs for specialized applications
- Building scalable RAG systems
- Multi-modal models (text, vision, audio)
- Prompt engineering for zero/few-shot learning
📧 elansarimostapha011@gmail.com
🌐 elansarimostapha.ai
Building intelligent systems that bridge research and production.