🚀 About Me
I am Ammar Alnagar, an AI Systems Engineer specializing in LLMs, multimodal AI, and system optimization. My work focuses on efficient AI deployment, inference acceleration, and AI-driven applications.
🔭 Key Projects:
- Zireal – Advanced reasoning-focused LLM.
- Spectrum – Vision-language AI for autism support.
- LLM Quantization – Sub-4-bit techniques (GPTQ, AWQ, FlexGen).
- AI Optimization – Enhancing inference with Rust, PyTorch, Triton.
🎯 Areas of Expertise:
- LLM Optimization – Fine-tuning, quantization, and deployment.
- Multimodal AI – Vision-language models and AI agents.
- AI for Education – Intelligent learning tools.
📚 Ongoing Learning:
- Systems Programming – Rust, Zig, Nim for AI performance.
- Advanced PyTorch – Triton optimizations and inference acceleration.
💡 Core Competencies:
LLMs, RAG, multimodal AI, inference optimization, AI deployment.
