Python, machine learning fundamentals, model training, production-quality code, evaluation and inference pipelines

Api Testing, FastAPI, Rest Apis, Python, Pytest, LLMs, Data Preprocessing, Data-Based Chatbots, Deployment, LLM Evaluations, Fine-Tuning, Data Processing

Pytest, Kubernetes, Python, Docker, LlamaIndex, Ragas, Deterministic vs AI systems, Azure OpenAI, AI Evaluation, LangSmith, CI CD, DeepEval, Guardrails, RAG Vector DB, LangChain, NeMo Guardrails, pgvector, AI Llama Guard, LLM OpenAI, FAISS

Java, Tensorflow, Azure Cloud Services, Python, LangChain, real-time data integration, vector databases, Azure OpenAI, context engineering, prompt engineering, LangGraph, A2A, cloud-based AI model integration, MCP Functional Calling, Optimization, Agno, Pydantic, Spring AI, Agentic RAG, embedding chunking strategies, Azure AI Search, LlamaIndex, AI application development

AI ML, Tensorflow, Pytorch, Python, Generative AI, Transformers, Langchain, scikit-learn, Hugging Face, Pinecone, spaCy, FAISS, TF-IDF, Word2Vec, BERT, ChromaDB, Langraph