Derivatives, physical logistics, scenario analysis, Risk Assessment, Market Risk Management, metals products, supply chain considerations, structured products, commodity markets

Python, Bias testing, Evaluation methodology, Calibration, Privacy leakage checks, Audit artifacts, Embeddings, Experimental Design, LLM Agentic AI systems, Extraction, Classification, Measurement error analysis, Retrieval methods, NLP skills, Reliability concepts, Statistical thinking, RAG prompt optimization, Responsible AI, Data Science fundamentals, Fine-tuning, Evaluation frameworks

Tableau, Data Analytics, Python, Sql

Github, Pyspark, Microsoft Power Bi, Tableau, Sparksql, Sql, Pandas, Terraform, Docker, Kubernetes, Python, AWS, dbt