I'm Amal Krishna, a Business Analyst in energy trading operations. This lab breaks down real business problems — counterparty onboarding, KPI design, reporting automation, systems migration — using the same six-step method every time: understand, explore, diagnose, measure, recommend, and quantify the impact.
Onboarding, master data, and cross-functional approvals across four legal entities at RWE Supply & Trading.
Jira dashboards for 10+ support teams, built on data that already existed but had never been aggregated.
Most portfolios show finished dashboards. This one shows the whole path to get there — starting from a business question, not a chart. Every case study follows the same structure: business context, stakeholders, the process as it actually works, data understanding, root cause analysis, KPI design, recommendations, and a business case.
I work full-time as a Business Analyst at RWE Supply & Trading in Essen, Germany, focused on counterparty onboarding, master data, and KPI reporting. The case studies here are drawn from that work and from my time at Emteria — real projects, not simulated ones.