Usman Ghani

I’m a B.Tech (Hons.) in Data Science student with a minor in Finance (GPA: 8.8), driven by turning data into decisions. I combine quantitative modeling with real-world analytics to help teams measure risk, optimize outcomes, and forecast performance.

Through Citi Markets and J.P. Morgan virtual experiences, I applied financial mathematics for commodities pricing, built hedging and risk management frameworks, and supported M&A due diligence with valuation-based recommendations. I also strengthened my systems thinking in the AWS APAC Solutions Architecture program by designing scalable hosting architecture and communicating solutions to non-technical stakeholders.

My projects reflect how I work: a predictive sales analytics engine achieving 92% forecast accuracy, a cloud data migration framework with 5GB+ migrated and 45% faster retrieval, and dashboards that reduced manual reporting time by 70%. I build production-style analytics dashboards using React, Node.js, Express, and MongoDB, and I continue advancing with certifications in data analytics, data science, and LLMOps.