retrieval augmented generation (rag), Generative AI - Basic, Python - OpenSystem, Technology, AI-Data science, Amazon ML, AI-Generative AI, OpenSystem

Machine Learning, Data Science, Nlp, Pytorch, Docker, Python, LangChain, Generative AI, Hugging Face Transformers, MLflow, Pinecone, Vector Databases, FAISS

S3, Numpy, Cloud Storage, Pandas, Celery, FastAPI, Dynamic Prompt Engineering, ML preprocessing tools, Google Gemini Vertex AI, LLM APIs, OCR engines, Pydantic, Python 3.x, Google Cloud Storage, OpenAI, Async web frameworks

Ml, SAS, Tableau, Qlikview, Sql, Powerbi, Selenium, Excel, Python, Pytest, GenAI, data visualization tools, R, Automated Testing Frameworks