bedrock , Java, Cloudformation, Iam, Asynchronous programming, AWS, FastAPI, Kubernetes, Python, Go, EKS, vLLM, Envoy, GPU scheduling, MCP, LangChain, RAG, A2A protocols, LangGraph, Prompt engineering, containerised infrastructure, Istio, Google ADK, service mesh technologies, Aurora, Agentic AI, Generative AI

Siem, Python, NIST AI RMF, MITRE ATLAS, tool agent permissions, SOAR, model access controls, OWASP LLM Top 10, AI DLP, AI-security frameworks, prompt handling, RAG pipelines, output filtering, EU AI Act technical requirements, logging guardrails

Docker, Information Retrieval, Testing, Git, Kubernetes, RAG systems, vector databases, knowledge retrieval systems, Autogen, development frameworks, Advanced Python programming, NLP techniques, RAG pipelines, agent alignment, semantic search, LangChain, Crew.ai, embedding models, Anthropic, safety considerations, prompt engineering, LLM optimization techniques, async programming, OpenAI

Sql, Apache Spark, Pyspark, Python, Neo4j, Rdf, Apache Jena, AWS Glue DataBrew, Milvus, Stardog, Airflow, Great Expectations, dbt, Flink, owl, Dagster, Weaviate, pgvector, Pinecone, Chroma, GraphDB

AWS DataSync, AWS Migration Tools

Java, Docker, Node.js, Kubernetes, Python, DevOps practices and tools, Prompt engineering, Generative AI or LLM-based solutions

snowflake , Java, Hadoop, Cassandra, Node.js, Kafka, Redis, React, Terraform, Docker, Zookeeper, Postgres, Kubernetes, Python, AWS, Go, Flink

Machine Learning, Tensorflow, Data Science, Nlp, Pytorch, Databricks, Python, AWS, Generative AI, Model Lifecycle Management, Vector Databases, GitHub Actions, Agentic AI, Embeddings, RAG Architecture, Transformers, Responsible AI, Monitoring

Apis, Microservices, Gcp, Distributed Systems, Azure, Python, AWS, LangChain, CrewAI, embeddings, AI evaluation frameworks, vector databases, Anthropic, prompt engineering, AutoGen, Azure AI, OpenAI, Gemini, semantic search, LlamaIndex, RAG architectures

System Design, Python, Retrieval evaluation methodology, Finance vocabulary, Guardrails and observability, LLM and agentic architectures, Containers and orchestration