- 👋 Hi, I’m Jackey, a former medical device software engineer. Previously, I successfully contributed to developing the world's first active magnetic‑controlled medical capsule robotic endoscope system.
- 👀 I have 10+ years of experience specialising in mathematical algorithms and software development with a comprehensive background in computer technologies, mastering multiple programming languages, platforms and frameworks. I am skilled in computer architecture and operating system knowledge, e.g. multi‑threading and multiprocessing, asynchronization, memory management, modern C++, Python, OOP Design, mathematical algorithms, machine learning, and deep Learning. I am also into AI Systems.
- 👀 In terms of my personality, I'm open‑minded, creative, diverse, and keep pace with cutting‑edge technologies. I'm interested in devising a better problem‑solving method for challenging tasks and learning new technologies and tools, if needed.
- 👀 I’m highly interested in mathematics and psychology. I was recognised in a Mathematical Modelling competition, conducted research in Control Theory at university, and earned distinctions in mathematics-related courses. Likewise, I achieved high marks in Machine Learning and Deep Learning subjects within the Data Science discipline. For coding, I mainly use C++ and Python. I'm also interested in efficient deep learning.
- 🌱 Over the 2024-2025 years, my research interests have evolved toward Privacy-preserving edge AI for multimodal biological/health monitoring. Specifically, I am interested in researching machine learning methods for modelling biological dynamics across scales — from cellular processes in microscopy imaging to physiological signals collected from wearable devices and developing trustworthy, adaptive, and efficient multimodal AI systems for real-world health monitoring and intervention, with emphasis on edge deployment, privacy preservation, and continual adaptation under distribution shifts.
- 💞️ I’m looking for potential academic training or cooperation opportunities for a medical/biological open source repository.
- 📫 How to reach me: [email protected] or [email protected]
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University of Southampton
- Southamption
- in/mjjackey
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Individual_CW2_DS_Soton
Individual_CW2_DS_Soton Public2018-2019 Semester 1 at Soton, individual CW2 of DS
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Individual_CW_DM_Soton
Individual_CW_DM_Soton Public2018-2019 Semester2 at Soton, individual coursework for Data Mining
HTML 1
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Individual_CW_ML_Soton
Individual_CW_ML_Soton Public2018-2019 Semester 1 at Soton, individual CW of ML
Jupyter Notebook 1
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Mask_R_CNN_in_Fruit_Counting
Mask_R_CNN_in_Fruit_Counting PublicApplications of AI and Computer Vision in Agriculture-Fruit recognition, localization and segmentation
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COMP6248-Reproducability-Challenge/deep_consciousness_conMuliti_Scale_Dense
COMP6248-Reproducability-Challenge/deep_consciousness_conMuliti_Scale_Dense PublicThe Reproducibility Challenge of Multi Scale DenseNet
Jupyter Notebook 2
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DL_Lab_Soton
DL_Lab_Soton Public2018-2019 Semester2 at Soton, lab practice for Deep Learning
Jupyter Notebook 2
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