Tensorflow, Numpy, Pytorch, Docker, Dicom, Python, AWS, Pytest, Gcp, Opencv, Keras, FastAPI, Azure, Kubernetes, scikit-learn, Segmentation, TensorRT, MLflow, CI CD, CNNs, ONNX, Classical ML, Vision Transformers, nnU-Net, Weights Biases, Calibration, NIfTI, Clinical Metrics, MONAI, Detection

Cloud Services, Software Architecture, Apis, orchestration frameworks, AI-powered applications, LLMs, modern development practices, AI agents, automation platforms

data masking , snowflake , Kafka, Encryption, ELT, Data Quality, Azure Data Factory, Terraform, Azure Data Lake, Databricks, Data Security, Etl, Airflow, Audit Logging, CI CD, PBAC, DataOps, rbac, dbt, Event Hubs, ABAC, Infrastructure-as-Code

Logging, Incident Response, Test Strategy, System Design, Defect Management, orchestration tooling, AI coding test generation, alerting, quality engineering, production cloud environments, microservices architecture, full stack engineering, observability, integration layers

Api Development, Tensorflow, Pytorch, Gcp, Azure, Python, AWS, LangChain, Airflow, Prompt engineering, Model deployment, Scikit-learn, Hugging Face, MLflow, Kubeflow, MLOps tools, LLM frameworks, Data workflows, LlamaIndex, ETL pipelines

AWS, FastAPI, Python, Kubernetes, Docker, EKS

software engineering practices , Large Language Model (LLM) applications, Retrieval-Augmented Generation (RAG), Apis, Microservices, MLops, Python, AI development frameworks, LLMOps, architecture patterns, semantic models, prompt engineering, cloud environments, agentic AI architectures, DataOps, knowledge and context graphs, CI/CD, modern AI methodologies, cloud-native development