I’m a business analyst turning data into decisions.
I dig into details to understand what’s causing problems, then translate that into insights people can act on.
Currently: Business Analyst · Building: Exploratory Data Analysis + AI agent projects
Two projects I'm building right now
Soccer Analytics
Testing how well the Expected Goals (xG) metric predicts the Chelsea Women's Soccer Team wins.
AI SQL Agent
An end-to-end natural-language-to-SQL agent that plans, queries, charts, and explains.
Key achievements from my current role
A few outcomes from my work as a Business Analyst, highlighting the problem, solution, and result.
$50K
penalty avoided
- Problem
- I noticed that the survey data that was displayed in the vendor's dashboard did not align with the raw data values for a specific client. This put us at risk of missing a contractual performance threshold.
- Solution
- By thoroughly examining the raw data, I was able to trace the discrepancy back to a human error on the vendor's fault. I reconciled the inconsistent sources and had them re-align the vendor dashboard metrics.
- Result
- The issue was caught just before we had our quarterly performance guarantee reporting, avoiding a $50K penalty payout.
75%
less manual work
- Problem
- The Salesforce caseload tracking for the Customer Service Coordinators team was a manual and tedious process for the supervisor.
- Solution
- I built an interactive Power BI dashboard connected directly to the underlying Salesforce data, which replaced the manual tracking of the team's caseload.
- Result
- The tedious reporting process of their workload was reduced by 75%, and the supervisor now has a live dashboard of team KPIs.
Academic projects
Smaller projects from my statistics & data science coursework.
Rainfall Forecasting Model
A machine learning model that predicts short-term rainfall from historical weather data, built for an academic ML course.
See project hereAir Quality Analysis
Statistical analysis of air quality index trends across regions, exploring pollutant correlations and seasonal patterns.
See project here