Analytics & AI Product

I turn messy data into decisions leaders act on.

I'm Carlton Osinde Makini, an analytics and AI product professional with 5+ years across banking, fintech and enterprise software. Most recently I was Lead Consultant at FICO, where my analysis drove an estimated $2–3M in client collections. I'm building an LLM-powered contract-to-revenue reconciliation platform, and I'm pursuing graduate studies in analytics starting September 2027.

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5+ yrsbanking, fintech & enterprise software

$2–3Mest. client collections driven at FICO

2.18Mcollections cases analyzed

1.23Moutbound SMS & email messages analyzed

Work Experiences

FICO Lead Consultant Analytics on 2.18M collections cases that reshaped client strategy and drove an est. $2–3M in collections. The Focus Company Senior Technical Consultant Technical consulting on data pipelines and integrations, and delivery of a $3M federally funded national pilot. TD Securities Data Engineer Built an Alteryx pipeline from concept to production, eliminating 45 hours of manual work per week. U SPORTS Associate Data Engineer Python ELT and Tableau work behind zero-error scorecards at the 2019 National Championship.

Earlier experience

Projects & Leadership

Contract-to-Revenue LLM + Rules Engine An MVP that extracts pricing and billing terms from contracts with an LLM and reconciles them against billed revenue. PMI Southwestern Ontario Director of Technology Shaping chapter technology strategy with the VP of Technology and Board of Directors. Chaqu.io Founder A full-stack React web app that digitizes restaurant menus and gives restaurants customer data. Sales Data Dashboard MERN App A React dashboard backed by MongoDB and Express.js, with a geo view of where sales happen. Movie Reviewer Full-Stack App An IMDb-style app: React front end, Java Spring Boot back end, MongoDB. Video to MP3 Converter Microservices on Kubernetes Auth, conversion and notification services talking over RabbitMQ, packaged in Docker and run on Kubernetes. Four-Tips Hackathon Winner 1st place, Best Black Hack: a web app making life simpler for people with Type 4 hair.