Sameh Farouk

AI Engineer specializing in Generative AI, LLMs, and Retrieval-Augmented Generation (RAG). I developed a high-accuracy RAG system for complex document understanding and a multi-agent Text-to-SQL pipeline. I built production-ready solutions including chatbots, semantic search engines, and speaker recognition systems. I’ve also implemented advanced models from scratch, including GPT-2, Transformers for machine translation, and GRPO for RLHF. Skilled in Python, PyTorch, FastAPI, LangChain, SQL, and cloud platforms (Azure, AWS).
 

AI Engineer specializing in Generative AI, LLMs, and Retrieval-Augmented Generation (RAG). I developed a high-accuracy RAG system for complex document understanding and a multi-agent Text-to-SQL pipeline. I built production-ready solutions including chatbots, semantic search engines, and speaker recognition systems. I’ve also implemented advanced models from scratch, including GPT-2, Transformers for machine translation, and GRPO for RLHF. Skilled in Python, PyTorch, FastAPI, LangChain, SQL, and cloud platforms (Azure, AWS).