Project notes

What I learned from each project.

These notes are written for reviewers and mentors. Each one explains the problem, what I learned, and what I should improve next.

LinguaBridge

Real-time translation

Problem: Game chat can move fast, and players may not understand every language.
Learned: I learned how to think about user controls, caching, provider settings, and clear UI inside a mod.
Next: Add a short demo video and explain how the translation flow works.

Inspect.gg

Buying decisions

Problem: Second-hand laptop buyers need simple checks before trusting a price.
Learned: I learned how to turn hardware details into a clearer decision for normal buyers.
Next: Add example laptop checks and show how the fair price is calculated.

BabyMind

Learning from zero

Problem: AI can feel hard to understand when the idea is too abstract.
Learned: I learned how to explain an AI idea step by step instead of only showing code.
Next: Write a simple project explanation with test results and limits.

LangBY

Desktop workflow

Problem: Copying text into a translator breaks focus and wastes time.
Learned: I learned about hotkeys, desktop UI, and building a small tool for daily use.
Next: Add screenshots and a short install guide.

Spartrix-V

Rule-based systems

Problem: Server staff need readable alerts and fair rules for moderation.
Learned: I learned how checks, behavior signals, and staff workflows can work together.
Next: Document the detection rules and explain safe testing.

Clavyy

Guided study

Problem: Students often get answers quickly but do not always understand the topic.
Learned: I learned how guided questions can make a learning app feel more like a tutor.
Next: Add before-and-after examples from a study session.