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- Article I Stopped Writing Code. Now I Write Tickets Agents Build on Their Own.
My job is now crafting tickets that a team of agents can build on their own. Each agent picks up a slice, builds it, and proves it end to end, with nobody stepping in. Here are the rules a ticket has to follow for that to work, and what the reviewers caught that I wouldn't have.
- Article How Neural Networks Learn: The Math Behind a Fast Prediction
A neural network is a function with adjustable parameters. Training measures the error, computes gradients, and nudges the parameters. I walk through it with a toy laptop-price model: loss, gradient descent with real numbers, backpropagation, overfitting, and a 10-line script you can run.
- Article How AI Systems Make Decisions: System 1 and System 2
Not every AI decision deserves the same amount of computation. System 1 and System 2 are a useful analogy for splitting the work between a fast model, a policy, and a slower investigation. Here is how I think about the split, where it breaks, and why confidence alone should never route a case.
- Project Modular Unified Business Suite
A modular, API-first suite enabling independent CRM, e-signature, and e-commerce services.
- Project Unified Digital Identity Platform for Guinea
A centralized digital identity solution enabling secure access to government services.
- Project Unified Payment Gateway for Guinea
A digital wallet and checkout platform simplifying payments across all local payment sources.
- Project Headless LMS API
A flexible, API-first Learning Management System backend designed for Guinea's education sector.
- Project Loan Underwriting Platform
Built the core lending system for a fintech that became TBO Bank.
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