General Information
Full Name |
Josh Yi |
Gender |
Male |
Education
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2020 - Present
Master's in Artificial Intelligence
University of Edinburgh, Edinburgh, UK
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Specialized in machine learning, nlp, cv, rl and robotics.
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2020 - 2022
Bachelor's in Electronics and Electrical Engineering, 1st Class Honours
University of Edinburgh, Edinburgh, UK
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Specialized in analog and digital electronics, signal processing, and control systems.
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Published a research paper on 3D Electrical Impedance Tomography Image Reconstruction.
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2018 - 2020
Bachelor's in Electronics and Electrical Engineering
NCEPU, Beijing, China
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Honored with multiple awards for academic and social excellence.
Experience
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2019 - 2020
Student Union Chairman
NCEPU
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Led the student union effectively, overseeing various initiatives and programs.
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2019
Volunteer
International Horticultural Exhibition
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Involved in several volunteering roles, contributing to the community.
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Drafted bilingual speech references for representatives of government officials.
Projects
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2021
Numpy-based Deep Learning Python Library
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Developed an toy library for deep learning applications.
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2022
Toy Robotics Python Library
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Built a toy robotics library for Nextage robot, forwards, inverse kinematics and dynamics.
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2022
Toy Transformer from Scratch
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Built a multi-head attention transformer from scratch, and applied it to machine translation.
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2022
Use LLM for tag prediction
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Use BERT for BIO tag prediction for entity extraction.
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2022
Reinforcement Learning in pytorch
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Solve openAI gym environments with reinforcement learning algorithms (Tabluar, DQN, Reinforce, A2C, etc.)
Honors and Awards
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2023
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MLP IBM Prize, First Place, University of Edinburgh
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2021
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Edinburgh Award (Work Experience), University of Edinburgh
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2020
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Outstanding Student Leader, NCEPU
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2019
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Outstanding Student, NCEPU
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2019
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Outstanding Social Activities Report, NCEPU
Software/Coding
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Programming
- Python (Main) | Matlab | C | Bash | HTML | CSS | Latex | Verilog | MIPS Assembly
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Machine Learning
- PyTorch (Main) | TensorFlow (Keras) | scikit-learn
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Data Science
- Numpy | Pandas | Matplotlib | SQL
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Circuit Simulation/Layout
- Cadence | Simulink | LTspice | Multisim
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Web
- playwright | bs4 | streamlit
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Circuit Simulation/Layout
- Cadence | Simulink | LTspice | Multisim
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Design
- Fusion 360 | After Effects | SolidWorks | Photoshop | Premiere | Stable Diffusion
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Operating Systems
- Linux (Arch & Debian), macOS, Windows
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AI Tools
- ChatGPTs | Diffusion models | Transformers
Academic Interests
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Machine Learning
- Deep learning algorithms
- Computer vision + Natural Language Processing
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Robotics