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.