#engineering

🇳🇬At 16, #Nigerian student Belusochim Ugochukwu is already working at #Apple as a machine learning #engineering intern, focusing on computer vision and robotics research.

Before joining Apple, Ugochukwu had already competed in mathematics and physics #Olympiads from age 11, researched #AI models, prototyped robotic wheelchairs for people with disabilities and worked on an #EdTech startup.

After moving from Nigeria to the United States at 14, he graduated from high school and started college at 15. In May 2026, he joined Apple’s Environment & Supply Chain #Innovation organisation.👏🏿

In 2026, many practices are highly considered #engineering anti-patterns.

👉 Breaking API changes without versioning: Frontend clients suddenly break in #production.

👉 Frontend coupled directly to #database models: Backend changes become dangerous.

👉 “Big bang” frontend/backend integration: Integrate continuously instead.

👉 Undocumented APIs: If #developers must read backend code to use your API, the design failed.

👉 Returning random error formats: Use consistent, machine-readable errors.

👉 Putting #business logic in the frontend: Critical rules belong on the backend.

👉 Trusting frontend validation for security: Always validate again on the server.

👉 One giant backend for every frontend: Consider BFFs when web, mobile, and other clients have very different needs.

👉 Deleting old #API versions overnight: Deprecate, communicate, provide migration time, then sunset safely.
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