Git, Apis, Full-Stack Development, Software development best practices, Modern web development frameworks

Algorithms, Neural Networks, Tensorflow, Pytorch, data structures, Python, Apis, Backend Engineering, Pandas, automation systems, evaluation concepts, embeddings, inference, LangGraph, LLM APIs, ML pipelines, RAG pipelines, LangChain, Scikit-learn, deep learning models, agent frameworks, backend system integration, AI agents, async programming, training workflows

Numpy, Pandas, Python, Understanding of machine learning fundamentals, Basic knowledge of APIs and backend systems, Ability to work with real-world unstructured data, basic ML libraries