Projects — Hong Seong Ju

Personal project

2
01

ssu Campus AI Platform

Operating & improving

ssuAI, ssuMCP, ssuAgent, and ssu-ai-service connect Soongsil University data to the web, natural-language agents, and standard MCP tools in an operating platform.

Personal project · Designed, implemented, and operate 4 services

MCPLangGraphSpring BootNext.js
02

A map service that combines more than 150,000 public POIs, PostGIS spatial search, and real-time reports to help people find nearby shelter during heat waves and rain.

Personal project · End-to-end ownership of product, data, backend, and infrastructure

Spring BootPostGISNext.jsPWA

Competition

5
03

A Windows accessibility-retrofit prototype that turns a voice order into semantic actions on a third-party kiosk and stops at a verified payment-method screen without modifying the kiosk source.

Competition · Voice client, semantic UI automation, and safe order handoff

PythonWindows UIAEasyOCRSQLite
05

HeungMap

Planning

A tourism-data competition project exploring whether TourAPI and visitor data can be combined to forecast festival demand, beginning with validation of the data join.

Competition · Joint planning in a 2-person team; implementation responsibilities not yet assigned

TourAPIData SpikeForecastingProduct Discovery
06

A Yogiyo × Oracle hackathon proposal combining personal preference recommendations with group consensus ordering, designed to validate OCI availability before implementation if selected for the finals.

Competition · Independent product planning and preliminary submission

RecommendationGroup DecisionOCIProduct Design
10.5

AI classifies free-text answers into four verdicts while authored lessons and a deterministic engine own affection, retries, and endings.

Competition · Individual product concept, learning scenario, engine, grader integration, UI implementation, and validation

JavaScriptLLM GraderGame EngineData Structures
12

A documentation workspace for preparing an open-source developer competition entry, to be reclassified as a technical project only after an actual contribution exists.

Competition · Independent preparation

Open SourcePlanning

Team project

1
10

Cham Domi

Prototype in progress

A team project for finding eligible dormitories and compatible roommates, where I owned the entire frontend and the roommate backend domain.

Team project · Entire frontend and roommate-matching backend

Next.jsSpring BootStable RoommatesContract Testing

Coursework & study

1
11

A course-by-course learning archive covering systems, algorithms, networking, AI, and data analysis assignments.

Coursework & study · Individual coursework

CC++JavaPython

Other

3
07

A Codex plugin that identifies recurring questions in support JSONL, masks PII, and produces evidence-backed FAQ drafts.

Other · Independent design, implementation, and validation

LLMClusteringPIIFAQ
08

A Codex plugin that structures natural-language cancellation policies while leaving refund calculations and uncertainty blocking to deterministic code.

Other · Independent design, implementation, and validation

Rule ParsingDeterministic CalculationConsumer Policy
09

A Codex plugin that explains rights offerings and convertible bond disclosures while blocking investment-solicitation language and numbers absent from the source.

Other · Independent design, implementation, and validation

DARTComplianceLLM GuardrailFinancial Data