Tensorflow, Machine Learning, Pytorch, Azure, Google Cloud, AWS, Deep Learning, Feature Engineering, Data Preprocessing

Python Programming, metrics, evaluation datasets, fine-tuning, LLM and AI fundamentals, Analytical Skills, AI agent architecture, prompt optimization, production ML AI systems, structured testing, benchmarks, model and LLM evaluation, root-cause analysis, model improvement

Pytorch, Tensorflow, Python, NLP techniques and libraries, Basic MLOps practices, Azure ML or equivalent cloud ML services

data engineering , .NET, production deployment , Java, Scalability, Data Science, Cloud, System Design, Backend Engineering, Integration, Python, ML Engineering, Generative AI, LLMs, Agentic AI, Security, RAG, architecture, AI frameworks, AI application development

Machine Learning, Gcp, Docker, Flask, FastAPI, Rest Apis, Azure, Kubernetes, Python, AWS, LangChain, Airflow, Generative AI, Hugging Face, MLflow, Pinecone, Agentic AI, FAISS, ChromaDB, Weaviate, Prompt Engineering, LlamaIndex