Loan portfolio and credit risk dashboards
For microfinance institutions and commercial banks: data models tracking repayment behaviour, delinquency rates and revenue, so executives could steer lending decisions from one view.
I connect the data you already have in spreadsheets, accounting software and your till, build one clear view of how the business is doing, and train your team to run it without me.
I'm a data analyst and BI developer with 5 years of experience turning raw data into decisions. I've built dashboards, data models and data pipelines across finance, healthcare, transportation, energy and the public sector.
Now I bring that same work to small businesses. Most owners I meet have plenty of data; it just lives in five places and takes days to pull together. I fix that at the root: connect the sources, agree the numbers that matter, and hand over dashboards your team can run on their own.
Business intelligence is where I start. Machine learning is where I'm heading: I hold a Master of Science in Computer Science and already use Python for predictive modelling and customer segmentation.
Each has a fixed scope and a fixed price, so you know what you get before we start.
For owners who know they have data but not what it can tell them.
For owners curious about AI who want to know if their data is ready.
For businesses ready to replace manual reporting for good.
Client names are left out; the problems will look familiar.
For microfinance institutions and commercial banks: data models tracking repayment behaviour, delinquency rates and revenue, so executives could steer lending decisions from one view.
For a health plan: Power BI reports showing care managers who needs a follow-up and when, how members move through a program, and whether post-discharge assessments happen on time, with built-in data-quality checks.
For insurance and transport clients: SQL pipelines joining data from several sources, with dashboards that refresh on their own and show each team only what it should see.
A small-business example: daily sales, best sellers and stock to reorder, on one page the owner checks each morning.
Book a free 20-minute call. Tell me how you report today, and I'll tell you honestly whether I can help.