audit trail , Templates, Logging, Microservices, embeddings, LLMs, reusable components, prompt injection defenses, workflow agent pipelines, retrieval context assembly tools, ML APIs, PII handling, feedback capture, online evaluation hooks, RAG agents, internal AI tooling, SDKs

Google Cloud Platform, PowerShell, Bash, Microsoft Azure, Python, AWS, LangChain, CrewAI, GenAI frameworks, LlamaIndex, Semantic Kernel

Python, LangChain, LLM Application Development, AutoGen or equivalent, Agentic Multi-step AI Workflows, REST API Integration, RAG Retrieval Augmented Generation, AI Telemetry Monitoring, Prompt Engineering

Ml, Devops, MLops, Gcp, GenAI, agentic AI, Foundry, Ai, security governance, Compliance, Vertex AI, AI evaluation techniques, Azure AI, Microsoft AI, observability

data wrangling , Cloud Infrastructure, Containers, Python, vector search systems, LLMs, model training, RAG-based systems, CI CD, document knowledge bases, NLP tasks, traditional ML models, feature extraction, large language models, LlamaIndex

graph databases , Sql, Tensorflow, Azure Functions, Pytorch, Javascript, Neo4j, Spark, Python, LangChain, LLMs, Azure App Services, Azure Cache for Redis, LangGraph, Vector Databases, Azure AI Search, Bot Framework, Haystack

CDK, Typescript, FastAPI, Python, Terraform, Docker, Flask, OpenAI, LlamaIndex, Google, Azure OpenAI, LangChain, AWS Bedrock, Anthropic

Tensorflow, Nlp, Pytorch, Docker, Python, AWS, Gcp, Azure, Kubernetes, GloVe, Hugging Face, vector databases, MLflow, Pinecone, LLM architecture, MLOps practices, Word2Vec, RAG pipelines, ChromaDB, fine-tuning techniques, LangChain, APIs from major AI providers, embedding preparation, text processing, LLM training methodologies, Neural Network fundamentals, sentence transformers, cloud computing platforms

Distributed Systems, Python, multimodal systems, vector databases, Pinecone, custom retrieval layers, Swarm, Chroma, transformer architectures, RLHF, LangChain, CrewAI, AI safety, agent frameworks, AutoGen, LLM fine-tuning, LoRA, MLOps tooling, generative AI models, Milvus, OpenAI, Weaviate, QLoRA, LlamaIndex, red-teaming

Github, PostgreSQL, Node.js, Sql, Git, React, Data Quality, Typescript, Javascript, Debugging, Rest Apis, Python, Production Systems, structured data systems, automation tooling, Next.js, workflow automation, AI-assisted development, operational intelligence, API integrations