Python - OpenSystem, Sql Tuning, Python, Database, AI-AI Hyperscalers, AI-Responsible AI, Azure NLP, Technology, AI-Agentic AI, OpenSystem, Responsible AI, Agent Engineering, Azure Agentic AI Services

production deployment , secure authentication , Python, Oauth2, FastAPI, Rest Apis, RAG systems, Backend API development, Async workflows, System integrations, CI CD, Embeddings, MCP tool calling, Retries, Scalable system design, Generative AI Agents, Observability, LLMs, Vector databases, Retrieval pipelines, Workers, Webhooks, Queues, Multi-tenant architecture

C++, Python, GenAI LLM application development, ML training and evaluation workflows, Scalable system design, Data pipelines and model pipelines, Deployment observability and production readiness

audit trail , Templates, Logging, Microservices, Data Science, LLMs, reusable components, prompt injection defenses, online evaluation, AI tooling, ML APIs, PII handling, feedback capture, Compliance, Security, RAG agents, Safety, SDKs

Terraform, Retrieval evaluation, Production RAG at scale, LLM-as-judge, Graph RAG entity and relationship extraction, OpenAPI MCP, Cortex Analyst or demonstrable equivalent, eval harness, Agent Engine ADK or equivalent framework with A2A, Critic agent guardrails, Snowflake Cortex Search, regression gating, GCP Vertex AI, SDLC literacy, graph construction, hallucination rate attribution, golden sets, Coordinator hardening

Algorithms, C, Java, Tensorflow, Linux, Rest Apis, System Design, AWS, Pytorch, data mining, Kubernetes, Python, Azure, Gcp, Docker, data structures, scikit-learn, Go, Statistics, Visualization

snowflake , Sql, Gcp, Databricks, Azure, Python, AWS, Generative AI, LLMs, nDCG, Product Matching, Retrieval Evaluation Metrics, Precision K, Vector Databases, Recall K, Agentic AI workflows, Embeddings, Entity Resolution, semantic search, ANN Indexing, RAG, Multimodal AI

Ocr, API design, Python, Typescript, LangChain, Classification, document processing systems, data pipelines, LlamaIndex, AI ML libraries and frameworks, Hugging Face, entity extraction

Python, Sql, Deep Learning, Tensorflow, MLops, Pytorch, Nosql, Azure, Nlp, Elasticsearch, Cloud AI Platforms, Claude, Prompt Engineering, OpenAI GPT, AI Search, Vector Databases, Agentic AI, RAG Architecture, FAISS, Generative AI, Enterprise LLMs