Test Automation, Python, Context Engineering, CI CD, Multi Agent Orchestration, RAG Prompt Engineering, LangFuse, OpenAI Agents SDK, Responsible AI, Agent Security, LangGraph

S3, Github, Amazon Kinesis, AWS Glue, Emr, Mssql, Redshift, Numpy, Lambda, Pandas, Ec2, Postgres, Python, AWS, Fargate, AI coding tools

Continuous Integration, Splunk, Aws Cloud, Windows, Grafana, Dynatrace, Linux, Datadog, Gitlab, Prometheus, Python, Continuous Delivery, Terraform, Jenkins, Chaos Engineering, Gremlin, Observability, Site Reliability Concepts

data protection), AI security (prompt-injection defence, Networking, FastAPI, Python, LangChain, Generative AI, AWS Bedrock, Vector databases, Azure AI Foundry, LangGraph, Async event-driven design, Agentic AI, Identity and security, tracing and observability, Hybrid search and retrieval evaluation, LLM evaluation

Java, Javascript, Json, Sql, Python, data annotation tools, prompt engineering

graph databases , Neo4j, Git, Sparql, Python, semantic technologies, vector indexing, ontologies, hybrid retrieval, data-quality controls, embeddings, Amazon Neptune, RAG, AWS Bedrock, Knowledge Graphs, document parsing, Cypher, chunking, retrieval evaluation, entity extraction, error handling, Graph RAG, groundedness testing, relationship extraction, metadata extraction