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ada-jl4025/README.md

Hi, I'm Ju Lin πŸ‘‹

πŸŽ“ MSc Student in Applied Computational Science and Engineering @ Imperial College London (2025–2026)
✈️ BEng (Hons) in Aviation Engineering @ The Hong Kong Polytechnic University (Minor in EIE)
🌏 Multilingual: English, Mandarin Chinese, Cantonese, Teochew


🌟 About Me

I’m passionate about integrating AI, computational science, and engineering to solve impactful real-world problems β€” from autonomous navigation to mental well-being.

  • CTO & Co-Founder at EmoBay Limited β€” leading tech for an interactive mental wellness platform:
    • AI chatbot for emotional support
    • Therapist matching & emotion tracking
    • Proactive mental health resources
  • International Exposure:
    • Research exchange at Ghent University, Belgium πŸ‡§πŸ‡ͺ
    • Competed at Formula Student UK (Silverstone) & China (Hefei) 🏎
    • Volunteer leadership in Tanzania πŸ‡ΉπŸ‡Ώ and Hainan πŸ‡¨πŸ‡³

πŸ”¬ Research Experience & Projects

  • FusionFly β€” Scalable open-source framework for AI-powered positioning data standardization (Capstone @ IPN Lab, PolyU)
  • Cargo Operation Safety Detection β€” YOLO + LLM agentic framework deployed at HKIA for daily cargo safety monitoring (POC with Airport Authority Hong Kong)
  • Low-Cost Indoor Localization β€” BIM + spherical panorama-based smartphone localization (IPN Lab, PolyU)
  • AI-aided GNSS Software Receiver β€” ML-enhanced signal processing pipeline for GNSS navigation (Undergraduate Research & Innovation Scheme)
  • Automated Data Standardization with LLMs β€” Co-author of IEEE IPIN 2024 paper on LLM-powered positioning data processing

πŸ›  Tech Stack

  • Languages: Python, Swift, MATLAB, C/C++, JavaScript
  • AI/ML: PyTorch, TensorFlow, OpenCV, Hugging Face, RAG, LLM fine-tuning (SFT, LoRA)
  • Web & App Development: React, Node.js, SwiftUI, REST APIs
  • Engineering Tools: ROS, SolidWorks, COMSOL, ANSYS, Git
  • Data Science: Pandas, NumPy, SciPy, Scikit-learn, data visualization

πŸ“Š GitHub Stats

Ju Lin's GitHub stats Top Languages

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  1. FusionFly FusionFly Public

    FusionFly is an open-source toolkit for standardizing GNSS (Global Navigation Satellite System) and IMU (Inertial Measurement Unit) data with Factor Graph Optimization (FGO). The system provides a …

    TypeScript 6 2

  2. Data-Standardization-in-Real-Time-Positioning-The-Role-of-Large-Language-Models Data-Standardization-in-Real-Time-Positioning-The-Role-of-Large-Language-Models Public

    Forked from maxystory/Data-Standardization-in-Real-Time-Positioning-The-Role-of-Large-Language-Models

    This paper utilizes Large Language Models (LLMs) to automate the standardization of heterogeneous sensor data, thereby enhancing data compatibility and positioning accuracy in IoT environments.

  3. ENG1003_w1_Group3 ENG1003_w1_Group3 Public archive

    HTML 4

  4. GNSS_SDR GNSS_SDR Public

    MATLAB 1 1

  5. ENG2002_Group7 ENG2002_Group7 Public

    Forked from ENG2002Gp7Studio/ENG2002_Group7

    ADA Project

    Python

  6. BIM BIM Public

    Jupyter Notebook