Sql, Tensorflow, Pandas, Pytorch, Spark, Splunk, Python, Monitoring for data and model drift, Scikit-learn, MLflow, Model versioning, Flink, LLM-based agents, Agentic AI, CI/CD for ML, Ciena Blue Planet UAA

Apis, Docker, FastAPI, Python, Kubernetes, Multi-Agent Communication, enterprise engineering tools, cloud platforms, MCP Servers, Enterprise Connectors, Workflow Engine, VS Code integrations, Agent SDK, Shared Prompt Library

Python, Sql, Production ML, Embeddings

BigQuery, Gcp, FastAPI, LangChain, Async Python patterns, pgvector, Claude, Pinecone, LangSmith, LangGraph, OpenAI APIs, Vertex AI, AI LLM Engineering, vector DBs, Ragas, Gemini, Weaviate

data engineering , Computer Vision, XGBoost, Python, time-series methods, sensor and spatial data, classical ML fundamentals, data pipelines on Databricks