software engineering practices , Testing, Microservices, Git, Rest Apis, Python, LangChain, Generative AI, AI safety guardrails, AI agent architectures, vector databases, Semantic Kernel, LangGraph, Agentic AI concepts, AI agents, function tool calling, RAG pipelines, LLM-based applications, responsible AI practices, Prompt Engineering, LlamaIndex, LLM evaluation, observability

Python Programming, Generative AI tools and frameworks, Databases and data pipelines, MLOps tooling, Cloud-based machine learning environments

structured programming , Github, multithreading, Numpy, Pandas, Python, AWS, LLMs, LangChain, Generative AI, CI CD, AWS AI ML services, Agentic AI, Llama Index, API integrations