Nlp, Pytorch, Python, Prompt engineering, RAG architecture, transfer learning, production AI solutions, Hugging Face, LLM fine-tuning techniques, model deployment, PEFT adapters, LoRA, Transformers, LLM orchestration, Transformer architectures

Retrieval-Augmented Generation (RAG), C#, C++, Clustering, Deep Learning, Numpy, Pytorch, Pandas, Decision Trees, Python, Etl, LangChain, Ensembles, CNNs, LangGraph

Data Factory, Emr, Data Warehousing, Tensorflow, DataFlow, Deep Learning, Etl, Pytorch, Gcp, ELT, S3, Apache Spark, AWS, Python, Azure, Nlp, Generative AI, LLMs, HDInsight, LlamaIndex, Hugging Face, LangChain, Pinecone, ChromaDB, RAG architectures, FAISS

memory allocation policies, parallel processing architectures, profiling code, neural network architectures, NPU micro-architecture, TensorFlow Lite, ONNX Runtime, performance monitoring tools, model optimization and compression techniques, deep learning fundamentals, NPU-specific compilers, Windows Performance Toolkit, PyTorch Mobile

Machine Learning Algorithms, Python Programming, Prompt engineering, Data pipelines, Feature engineering

Cuda, Ubuntu, Python Scripting, Tensorflow, Deep Learning, Test automation, Yocto, Pytorch, Opencl, Performance profiling, Optimization, hip, Linux expertise, ROCm validation

System Design, Application Development, Python, Testing, Databricks, Kubernetes, Cloud-native deployment patterns, Operational stability for ML or data-intensive systems, CI/CD, Containerisation

Cuda, Python Scripting, Tensorflow, Test automation, Pytorch, Opencl, Deep Learning, Yocto, Ubuntu, Performance profiling, hip, ROCm validation, Linux expertise, LLMs, Optimization

.NET, C#, Apis, Angular, AI integration, CI/CD pipelines