Bivon Manduku

Hey there,

I'm a data analyst with over five years of experience, mostly in the SaaS and e-commerce world. At my core, I love turning messy data into clear stories that help teams make better decisions.

I spend a lot of my time working with SQL and Python—digging into data, cleaning it up, and finding the patterns that matter. I'm also big on visualization; building dashboards in Tableau or Power BI that let people actually see what's going on with their KPIs, without needing to run a query themselves. One of my favorite accomplishments was automating a bunch of manual reports, which freed up about 70% of my team's time for deeper analysis instead of just data-pulling.

What really drives me is solving real problems. I’ve worked on projects that identified significant cost savings, helped understand what makes users stick around, and measured whether a new marketing campaign actually moved the needle. I enjoy being that link between the technical side and the business folks, translating numbers into actionable plans.

I’m most engaged when working on things like:

· Understanding user behavior and product adoption.
· Analyzing what drives revenue, retention, or churn.
· Untangling marketing and sales performance.
· Improving internal processes by spotting bottlenecks.
· Helping set up a data-driven culture from the ground up—like defining those first key metrics or building a team's foundational dashboards.

I thrive in collaborative environments where I can partner closely with product, marketing, and ops teams. If you've got a knotty business question that needs data to untangle, or if you just need a clearer picture of what's happening in your operations, that’s where I love to help.

Looking forward to connecting!