Git, Pandas, Numpy, Flask, MongoDB, FastAPI, LLM API experience, Agentic pipeline design, Evaluation framework design for LLM systems, Production-grade Python

data warehouses , data engineering , Data Quality, Sql, Ml, Scheduling Tools, Etl, ELT, Python, Apis, model prompt grounding, production-grade data pipelines, agent-based systems, data quality tools, human-in-the-loop workflows, Ai, decision traceability, Controls, data lakes, data risks, analytical data models, guardrails, file-based integrations, metadata, data lifecycle management, data cataloging, workflow orchestration, generative AI