Code. Learn. Break. Fix. Repeat.
# 👋 Introduction
Hi, I'm Ke He (Koen), an undergraduate student at Wuhan University (WHU).
I stand at the intersection of Computer Vision (CV) and System Engineering. My philosophy is simple: bridge the gap between cutting-edge algorithms and real-world applications. I strive not just to reproduce state-of-the-art methods, but to build systems that are Reproducible, Maintainable, and Deliverable.
- 🔭 Research Interest: Cross-Modality Person Re-Identification (VI-ReID) & Multi-Agent Systems.
- 🌱 Goal: To become a pioneer who drives change through AI.
# 🛠 Tech Stack
- Core: Python · PyTorch · C++
- Web: TypeScript · React · Node.js
- Infra: Linux · Docker · HPC / Cluster Environment
# 🚀 Selected Projects
# 🔬 Research & AI
1. Medical Diagnosis System (Knowledge Graph & RAG)
Full-stack medical auxiliary system combining structured knowledge and semantic reasoning.
- Core: Combines Disease-Symptom Knowledge Graphs (KG) with Vector-based RAG for high-accuracy reasoning.
- Stack: KnowledgeGraph, NLP, Vector DB.
- Link: Live Demo
2. YaoZhiYunAn: Multi-Agent Disaster Prediction
Real-time situational awareness for emergency response.
- Core: Built on a Multi-Agent System architecture for collaborative sensing, information fusion, and interpretable visualization.
- Stack: Multi-Agent, Public Safety.
3. SamLora: Extreme Environment Housing Detection
Robust detection in complex terrains.
- Core: Fine-tuned the Segment Anything Model (SAM) and integrated with ArcGIS Pro to adapt to challenging geographical data.
- Stack: GIS, CV, Fine-Tuning.
4. CV Image Dehazing System
Engineering implementation for low-visibility restoration.
- Core: A complete pipeline for restoring visibility in hazy images using advanced CV algorithms.
- Status: Software Copyright (CSC No.2)
5. Multi-Target Trajectory Analysis Platform
Complex scene understanding.
- Core: Analyzes and correlates multi-target movements for surveillance and tracking.
- Status: Software Copyright (CSC No.1)
# 💻 Engineering & Products
1. MarkTex: Scientific Markdown Editor
Seamless academic writing experience.
- Feature: Real-time KaTeX rendering combined with high-fidelity PDF Export. Designed for researchers who need speed and precision.
- Stack: React, KaTeX.
- Link: Live Demo
2. GPTManager: Multi-Agent Battle System
AI that thinks deeper through debate.
- Feature: An innovative "Multi-Agent Battle Mode" where multiple GPT agents debate a topic to synthesize the optimal solution.
- Stack: LLM, Prompt Engineering.
- Link: Live Demo
3. POSTOFFER: AI Mock Interview Assistant
Your personal AI career coach.
- Feature: Generates dynamic interview scenarios and provides structured feedback to help users improve expression and logic.
- Stack: LLM, Full-Stack.
- Link: Live Demo
4. AI4Learning
Unified AI Education Platform.
- Feature: Integrates various AI tools into academic disciplines to empower education efficiency.
5. WenJx
Automation for efficiency.
- Feature: A Python-based automation tool designed to streamline and auto-fill complex questionnaires.
# 📜 Intellectual Property
- Multi-Target Trajectory Correlation Analysis Platform (Software Copyright)
- Computer Vision Image Dehazing System (Software Copyright)
# 📫 Connect
- GitHub: koen666
- Email: koendrunk@gmail.com
