Skills
ML Frameworks
PyTorchTensorFlowTransformersDiffusersscikit-learnAccelerateMLflowW&B
Cloud/DevOps
DockerKubernetesGCP (Vertex AI, Cloud Run)AWS (Bedrock, SageMaker)CI/CD (GitHub Actions)
GenAI
RAGLangChainLLM EvalsGuardrails (NeMo, Llama Guard)Model Fine-tuning (PEFT/LoRA)
Natural Language Processing
EmbeddingsSemantic SearchCross-Encoder RerankingStructured Generation
Programming & Tools
PythonFastAPIJavaScriptNext.jsPostgreSQLMongoDBChromaDBQdrant