Glober GTI Lab — Global Talent Intelligence Laboratory

Pioneering AI-powered global career intelligence.
We build cutting-edge multi-agent systems to revolutionize how talent connects with opportunities worldwide.

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🚀 About Us

Glober GTI Lab is a research lab focused on developing AI-powered career intelligence systems. Our mission is to democratize access to high-quality career guidance through advanced AI technologies.

We specialize in:

• 🤖 Multi-Agent AI Systems — Orchestrating specialized agents for complex career consulting tasks
• 🔍 Evidence-Driven Research — Real-time web research with source tracking and verification
• 🧠 Case-Based Reasoning (CBR) — Learning from successful career trajectories
• 🌐 Bilingual Intelligence — Professional Chinese-English report generation

🎯 Our Products

Glober Career Assistant

An end-to-end AI career consulting platform that guides users from profile building to offer acceptance.

Key Features:

• ✅ Smart Profiling — Dialogue-based user profiling with adaptive questioning
• ✅ Deep Research — Real-time web research with evidence tracking
• ✅ Strategy Generation — AI-powered career strategy with action plans
• ✅ Bilingual Reports — Professional 14-chapter career reports in Chinese & English
• ✅ Task Coaching — Continuous guidance through the job search process
• ✅ Mock Interviews — AI-powered interview preparation

🏗️ Technology Stack

┌─────────────────────────────────────────────────────────┐
│                      User Input                         │
└─────────────────────────┬───────────────────────────────┘
                          ▼
┌─────────────────────────────────────────────────────────┐
│                    Intake Agent                         │
│            (Intelligent Profile Building)               │
└─────────────────────────┬───────────────────────────────┘
                          ▼
┌─────────────────────────────────────────────────────────┐
│                    Orchestrator                         │
│              (Multi-Agent Coordination)                 │
└───────┬─────────────────┬─────────────────┬─────────────┘
        ▼                 ▼                 ▼
┌───────────────┐ ┌───────────────┐ ┌───────────────┐
│Research Agent │ │Strategy Agent │ │ Report Agent  │
│ (Deep Search) │ │  (Planning)   │ │  (Bilingual)  │
└───────────────┘ └───────────────┘ └───────────────┘
                          ▼
┌─────────────────────────────────────────────────────────┐
│                      QA Agent                           │
│         (Quality & Compliance Verification)             │
└─────────────────────────────────────────────────────────┘

Core Technologies

Component	Technology
LLM Backend	OpenAI GPT-4 / Claude / Qwen
Agent Framework	Custom Multi-Agent Orchestration
Knowledge Retrieval	RAG + CBR Hybrid System
Web Research	Real-time Search with Evidence Tracking
Report Generation	Bilingual Template Engine

📊 Key Metrics

Metric	Value
Specialized AI Agents	7+
Report Chapters	14
Target Countries	5 (US, UK, Germany, Singapore, Japan)
Languages Supported	2 (Chinese, English)

🔬 Research Areas

1. Multi-Agent Collaboration — How specialized agents can work together effectively
2. Case-Based Reasoning — Learning from successful career trajectories
3. Evidence-Driven AI — Ensuring AI recommendations are backed by verifiable sources
4. Bilingual NLP — Maintaining terminology consistency across languages
5. User Profiling — Building comprehensive profiles through natural dialogue

🌍 Target Markets

We focus on helping Chinese professionals find opportunities in:

• 🇺🇸 United States
• 🇬🇧 United Kingdom
• 🇩🇪 Germany
• 🇸🇬 Singapore
• 🇯🇵 Japan

📫 Contact

• Website: globergtilab.github.io
• GitHub: github.com/GloberGTILab
• Email: contact@globergti.com

📄 License

This project is licensed under the MIT License.

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Building the future of global talent intelligence.