ShubhiTiwari
I turn raw datasets into clear, actionable insight.
Most people pick a side — the model or the meeting. I refuse to.
Data-focused analyst turning raw datasets into clear, actionable insight — from KPI dashboards and statistical analysis to predictive modeling and stakeholder-ready reporting. Comfortable across the full analytics stack, and equally effective explaining findings to technical and non-technical audiences alike. Currently Product and Research Analyst at Ethicent, working across US banking and financial compliance research.
Frame the question
Before touching a dataset: what decision does this change, and for whom? I frame the objective and the metric that actually matters.
Interrogate the data
Profiling, validation checks, distribution checks. Most model and dashboard failures are data failures wearing a disguise.
Analyze and validate
Honest baselines first, statistical rigor throughout. A/B tests, regression, and predictive models — validated, not just fitted.
Report and deliver
An insight nobody understands is not an insight. I build the dashboard, report, or webinar that makes it actionable for the room it's presented to.