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luyanda gumede

@luyandagumede1

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Software developer building FinalPick, a deployed football prediction platform with machine learning and automation.

South Africa

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I built and deployed FinalPick, a football prediction application with prediction tiers, historical performance tracking, and a Smart Ticket Builder. I developed Python data pipelines using historical match data, betting odds, and match statistics, and experimented with Random Forest models and walk-forward evaluation.

I'm building BusinessOS, a multi-tenant business software foundation intended to support future AI-agent automation. It includes default-deny authorization, tenant-isolation controls, API validation, and a tested task state machine, with 393/393 server tests passing.

For Onyx Digital Agency, I built and deployed the agency website and worked on business-facing digital tasks. I also have hands-on experience with Make.com and GoHighLevel, alongside automation and API integration in personal projects.

Experience

Work history, roles, and key accomplishments

BusinessOS Developer

BusinessOS

Building the software foundation for a business operating system intended to support future AI-agent automation. Implemented default-deny authorization, permission rules, tenant-isolation controls, and API validation.

TypeScript Fastify Authorization Multi tenancy Testing API Schema Validation Finite State Machines

FinalPick Developer

FinalPick

Built and deployed a football prediction application with prediction tiers, historical performance tracking, and a Smart Ticket Builder. Developed Python data pipelines and integrated REST APIs with browser automation.

Python Machine Learning REST APIs SQLite Selenium Playwright Random Forest Data Pipelines

Web Developer

Onyx Digital Agency

Built and deployed the agency website and worked directly with business-facing digital tasks, providing practical exposure to lead generation, customer journeys, and repetitive processes suited to automation.

Web Development Business Processes Digital Systems Make.Com GoHighLevel API Integration