Apis, Prometheus, Flux, Grafana, Datadog, Terraform, Splunk, Helm, Kubernetes, AI tools, Linux networking fundamentals, observability tools, ArgoCD, service architectures

snowflake , Docker, Terraform, Python, Sql, Devops, Git, MLops, Spark, AWS CloudFormation, Databricks, Azure, Kubernetes, AI Architecture Design, Hugging Face, MLflow, Pinecone, Azure OpenAI, GCP Vertex AI, ChromaDB, LangChain, Generative AI, LLMOps, Synapse, Agentic AI, AWS SageMaker, Azure AI, OpenAI

Scipy, Jax, Apis, Sql, Tensorflow, Numpy, Git, Pandas, MLops, Pytorch, XGBoost, Containers, Python, AWS, scikit-learn, orchestration tools, distributed processing

Unit Testing, Angular, Typescript, Javascript, MySQL, Postgres, Java, NGRX, Debugging, Node.js, Css3, Html5, MongoDB, Restful Apis, IDE-based Assistants, Rate Limiter Implementation, Vector Databases, AI Development Tools, end-to-end testing, AI Observability, Agentic Frameworks, Evaluation Frameworks, Multi-agent Orchestration, Function Calling, Prompt Engineering

Amazon ECS, AWS CDK, Cloud-Native Architectures, Cloud Migration Modernization, Advanced AWS Services, GitLab CI CD Pipelines, AWS Batch

Machine Learning, Python, Data Pipelines Quality Management, Fault Analysis Correlation Anomaly Detection, Network Performance Analytics RAN Core IP SD-WAN Transport, Graph Analytics Digital Twin Analytics, Statistics, LLMs RAG and AI Agents, AIOps Predictive Analytics, BigQuery or equivalent platforms, KPI Feature Engineering, TMF SID Open APIs

MLops, Observability monitoring and cost optimization, AWS Bedrock, API integration and platform engineering, AI model hosting and deployment strategies, LLMOps, Responsible AI and AI governance, Vector databases, Vertex AI, Data privacy security and compliance, Azure OpenAI