Machine Learning Engineer and open-source developer focused on NLP, LLM applications, Retrieval-Augmented Generation (RAG), semantic search, and AI infrastructure. I enjoy building developer tools, portable AI systems, and production-ready ML pipelines using Python, FastAPI, FAISS, LangChain, TensorFlow, and PyTorch. Creator of: • RagBucket — portable executable RAG artifacts for Python • LazyTune — fast hyperparameter optimization library • AkBOT — AI portfolio chatbot using RAG Contributor to open-source projects including NumPy and LocalStack.