Ayoub E.

👋 Hey there! I’m Ayoub, and I’m deeply passionate about Artificial Intelligence (AI), especially Machine Learning (ML) and Deep Learning (DL). I've been immersed in this field for several years, loving every bit of pushing the envelope in this exciting technology! 🚀 🤖 Expertise in Large Language Models (LLM) and AI: ➜ Fine Tuning: Specialized in persona writing, QnA, medical, legal, and more. ➜ LLM Synthetic Dataset Generation ➜ LLM Evaluation Framework ➜ LLM Deployment: On Cloud platforms like AWS DLC, Lambda, and more. ➜ AI Agents / Voice Bots: Proficient with CrewAI/AutoGen, Amazon Polly, Deepgram. ➜ AI Automation ➜ OS LLM Deployment: On AWS/GCP/RunPod using SkyPilot (vLLM/TGI) 🛠️ Expertise in Full Stack Development: ➜ Golang, Python, Node.js, ReactJS: Building robust and scalable applications. ➜ Front-end & Back-end Integration: Creating seamless user experiences. ➜ Performance Optimization: Ensuring cross-platform compatibility and efficiency. 🌟 Advanced Skills: ➜ AI Agent / Voice Agents: CrewAI/AutoGen / Amazon Polly / Deepgram ➜ LLM Finetuning: Using PEFT / LoRA / QLoRA / RLHF / DPO with Unsloth / Axolotl / Huggingface AutoTrain ➜ Open-source LLMs: LLAMA 3, Mistral 7B, Mixtral 8x7B ➜ Fast Inference: vLLM / TGI ➜ Prompt Engineering ➜ Quantization: AWQ / GPTQ / GGUF / GGML 🛠️ Tools/Frameworks: ➜ Langchain, LangServe, LangSmith, HuggingFace, Transformers ➜ VectorDB, Chroma, FAISS, PineCone, Qdrant ➜ Flowise AI, LangFlow, StackAI ➜ GCP Vertex AI, Google Colab, AWS Sagemaker 🎓 Experience: ➜ LLM, GenAI, Langchain: 1+ yrs ➜ Python, Golang, Nodejs, Reactjs: 5+ yrs, ML: 4+ yrs ➜ 10+ years of experience in the open source world and startups