Consulting independently across fintech and banking, I built a fraud-detection model that sharply cut losses - one of a series of predictive systems delivered for measurable business outcomes.
A banking client was losing money to fraudulent transactions that rule-based checks kept missing, while non-technical teams needed insight they could actually act on.
I built a machine-learning fraud-detection model tuned to the client's transaction patterns, paired it with real-time analytics dashboards, and ran hands-on training so non-technical staff could use and trust the outputs.
Fraudulent transactions dropped 75%. Across the wider engagement, AI chatbots lifted lead engagement 60% and predictive solutions improved operational efficiency up to 40%.
I take on a small number of engagements like this. Let's talk about yours.
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