Job descriptionAI and Machine Learning – At least 2 years of experience in Artificial Intelligence, Machine learning products, and systems.Generative AI – Familiarity with Generative AI models – including LLMs , RAG Approach, communication flow in both approaches, multimodal usage, open-source models from Hugging face, Lang chain, lang graph frameworks, Vector DB (atleast one DB should be well known in terms of indexing, storing the embeddings, extracting the answers), Prompts, Context based prompts etc. Experience with transformer-based and diffuser-based models (e.g., BERT, GPT, T5, Llama, Stable diffusion)Cloud Platforms : At-least experience of working on one of cloud platforms AWS, Azure or GCP .Programming Experience – Proficiency in Python , C, C++, C#, Java etc.