Logging, API design, Automated Testing, Elasticsearch, Docker, Python, AWS, Java, Kotlin, Google Cloud, Azure, Kubernetes, vector databases, LLM and Generative AI expertise, OpenSearch, LangGraph, Performance Tracking, chatbots, LangChain, AI ML engineering, NLP principles, prompt engineering, Cloud Deployment Operations, RAG, AI agents, infrastructure monitoring, CI CD deployment pipelines

Tensorflow, Git, React, Nltk, Pytorch, Python, LangChain, Hugging Face, AWD Bedrock, LangGraph, spaCy, Azure Foundry

Apis, Regression Testing, Python, LangChain, Agentic AI frameworks, Schema-based tool integration, CrewAI-style orchestration patterns, LangGraph, Cloud familiarity, MCP-style interface implementation, Evaluation discipline, Observability basics

Java, Hadoop, Scala, Kafka, Sql, Redis, Angular, Django, React, Javascript, Flask, Microsoft Azure, FastAPI, Python, LangChain, Spark Notebooks, NoSQL databases, Semantic Kernel, LlamaCloud, R, LlamaPrase, Databricks Fabric, LlamaIndex

Tensorflow, Pytorch, Gcp, Docker, XGBoost, Flask, FastAPI, Azure, Kubernetes, Python, AWS, scikit-learn, LLMs, RAG systems, Qdrant, LightGBM, vector databases, Pinecone, FAISS, Milvus, Weaviate

Python, audit logging, cost attribution, tool-calling runtimes, columnar data stores, session persistence, agent memory architectures, Go, short-term context management, long-term retrieval, LLM inference pipelines, skill plugin frameworks, rate limiting, rbac, hybrid search, vector DBs, agent harness components, SQL query engines, data catalogs, agent orchestration loops

Nlp, Cloud deployment, Python backend development, Generative AI, LLM-based applications

Python, CrewAI, Failure handling strategies, Context engineering, Agentic Systems, Fine-tuned LLM systems, Agent orchestration, Agent decision loops, Memory Design, Production-grade RAG architectures, Design trade-offs, LangGraph, Multi-agent coordination, Context management, Trust-centric AI systems, Tool-calling systems, Knowledge Graph–driven AI, Google ADK, Agentic architectures, Decision intelligence, Evaluation frameworks

React, Python, CrewAI, LangChain, multi-agent systems, production AI agents, long-running workflows, async streaming, structured output patterns, agent frameworks, AutoGen, LangGraph, Plan-and-Execute, LLM tool-use, function calling, agent architectures

Java, React, Typescript, Javascript, CSS, Js, HTML, Python