Machine Learning, Deep Learning, Tensorflow, MLops, Pytorch, Docker, Kubernetes, Python, LangChain, Generative AI, Agent Frameworks, Hugging Face Transformers, Vector Databases, Embeddings, RAG, Prompt Engineering, LlamaIndex

Tensorflow, Pytorch, Docker, Spark, Databricks, Kubernetes, Python, AWS, experiment tracking, scikit-learn, MLflow, CI CD, gRPC APIs, model registries, MLOps tools, model lifecycle management

Nltk, Natural Language Processing, Tensorflow, Pandas, Gcp, Pytorch, Azure, AWS, Langchain, scikit-learn, HuggingFace, vector databases, mlflow, gensim, OpenAI, fine-tuning LLMs

Data Mining, Python, Java, Scala, Spark, linear algebra

Pyspark, Tensorflow, Numpy, Git, Pandas, XGBoost, Keras, Python, LightGBM, TensorFlow Serving, TensorRT, MLflow, ONNX, Kubeflow, TorchServe, AWS ML pipelines

C, shell scripting, Python, AI model inference, accuracy-performance tradeoffs, debugging performance issues, AI deployment stacks, quantization

S3, Machine Learning, Pytorch, Docker, Sqlite, XGBoost, Postgres, Python, AWS, Matplotlib, Sql, Jenkins, Pandas, HuggingFace, LabelBox, OpenSearch, ML pipelines, MosaicML, LightGBM, Amazon EKS, Scikit-learn, DVC, Transformers, NVIDIA NeMo, Jupyter

Cuda, Tensorflow, Pytorch, Docker, Python, Kubernetes, PEFT, Hugging Face Transformers, Pinecone, AWS Cloud Infrastructure, Vector Databases, LoRA, Milvus, QLoRA