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Projects

Projects I built and improved, from backend services to AI model experiments.

HowMuch cover

A group expense app that manages receipt OCR, equal and item-based splits, payment requests, and payment status.

Technologies

Java
Spring Boot
PostgreSQL
Redis
Docker
FCM
React Native
TypeScript
Expo
Codex
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Water Level Estimation cover

Compared detection, regression, hybrid models, and MoE for water level estimation using roughly 308,000 images across eight gauge types.

Technologies

Python
PyTorch
torchvision
NumPy
PillowMatplotlibLinuxCUDA
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DI

A personal Discord bot that returns unseen competition announcements, eligibility, application dates, and links via the /최신 command.

Technologies

Python
httpxBeautifulSoupDynamoDBAWS LambdaAPI GatewayAWS SAMCloudWatch
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RELINK cover

An offline survival map and rescue request app that shares information between nearby devices through P2P communication.

Technologies

Flutter
Dart
SQLite
Nearby Connections
Firebase
Antigravity
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ST

Cleaned and de-identified over 3,000 customer inquiry emails and consolidated conversation-level data for a RAG chatbot.

Technologies

Python
BeautifulSoupPresidioCLD3Gemini API
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SI

A web learning service for engineering students with selectable 3D components, an AI learning assistant, and content-based quizzes.

Technologies

First Step cover

A communication training service where new employees role-play workplace situations with AI and receive conversation-based scores and feedback.

Technologies

Python
FastAPI
LangChain
ChromaDB
OpenAI API
Docker
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Projects | Sua Choi