Bdd, Api Testing, Devops, Jenkins, Typescript, Restassured, Docker, Agile, Postman, Python, Kubernetes, Azure DevOps, AI LLM testing, Playwright, GitHub Actions, Behave, CI CD tools, scalable automation frameworks

MLops, Python, LLM engineering, LangGraph, Langchain, Prompt engineering, Hugging Face Transformers, Data handling for LLMs, Fine-tuning

LLM API experience, Production-grade Python, Async Python, Agentic pipeline design, RAG pipeline design and vector search, Embedding models and semantic similarity, Document AI PDF parsing, Classification systems with large label spaces, Evaluation framework design for LLM systems, Git code reviews CI CD basics, MongoDB or equivalent NoSQL

data engineering , Machine Learning, AWS, Azure, Gcp, Nlp, vector databases, OpenAI, cloud platforms, model lifecycle, embeddings, Python APIs, LLM frameworks and tools, LangChain, RAG, Generative AI, AI model integration