FastAPI, embedding pipelines, LangChain, idempotency, message queues, Anthropic APIs, distributed systems patterns, Pinecone, LangGraph, AutoGen, asyncio, Vertex Matching Engine, FAISS, event-driven architecture, structured logging, OpenAI, Gemini

Test Automation, Continuous Integration, Gcp, Continuous Deployment, Pytest, Selenium, Restful Apis, Azure, Python, AWS

state management , Data Architecture, Java, Orchestration, AWS, Data Quality, Python, EKS, tool calling, retrieval, PII controls, backfills, embeddings, agentic workflows, RAG, GenAI systems, LangChain, lineage, LangGraph, evaluation monitoring, lakehouse data platform, guardrails, metadata, Governance, idempotent pipelines, Indexing, retries

Firmware Testing, HIL Testing, Python, testing Ethernet, Modbus TCP/RTU, Protocol Testing

technology architecture , Prometheus, Grafana, Docker, Terraform, Shell scripting, Python, AWS, Ml, UNIX, Devops, Appdynamics, Gcp, Linux, Ansible, Splunk, Azure, Kubernetes, SRE, ThousandEyes, Systems engineering, Monitoring and Observability, ITRS Geneos, Elastic APM, Ai, SPLoC

Microservices, FastAPI, Python, LangChain, distributed AI systems, vector databases, semantic retrieval, Azure OpenAI, AI system observability, Azure AI Foundry, LangGraph, RAG pipelines, Azure AI Search

batch vs. real-time inference, Python, CrewAI, LangChain, GenAI, ML infrastructure, GPU management, vector databases, embedding models, vLLM, Llm, LangGraph, AutoGen, Ollama, TGI, Milvus, RAG pipelines, ChromaDB, Weaviate, model serving, AI ML systems

software engineering practices , System Design, Python, API Engineering, Agentic Frameworks, LLM Systems, Observability, AI Infrastructure

Ml, Java, Apis, Python, Ai, CLIs, SDKs, Runtimes

Machine Learning, Python Programming, Information Systems, ml software, machine learning software developer, Software Test Engineer