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Achievements

Achievement: YOLOAchievement: Pull Sharkx2Achievement: Quickdraw

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Vincent-Zhenhao-ZHAO/README.md

👋 Hello, I'm Vincent!

🚀 Professional Experience

  • Worked on a VR project with IBM as part of second year.
  • 3-month internship with Allianz Technology.
  • One year as a project manager at Durham university. These teams were making project for IBM.
  • One year part time as a Science Faculty Intern at Durham university, organising Conference and managing a team size over 20.

📘 Educational Background

  • Graduated with a first-class degree in Computer Science from Durham University.
  • Currently studying MSc Financial Technology at UCL.

📚 Current Undertakings

  • In the process of publishing a paper on Deep Learning and Recommender Systems.
  • Exploring deeper into Deep Learning, Financial Engineering, and Digital Finance.

🛠 Technical Proficiency

  • Languages: Python (5+ years), C# (2 years), JavaScript, MySQL, Node.js, Express.
  • Libraries: Pandas, Numpy, Scikit-learn, PyTorch.
  • Methodologies: Agile, Project management, with 1 year experience as a project manager at Durham University.

🕹 Areas of Interest

  • Avidly interested in Data Science & Engineering, Software Engineering, and Game Engineering.

🌱 Continual Learning

  • Currently expanding my knowledge in Deep Learning, Financial Engineering, and Digital Finance.

🎉 Featured Projects

🚀 2D platform game under Unity Engine

Mario enrols at Durham University to study computer science. He needs to get credits, finish coursework, and find MCS building in a limited time while facing challenges from Bowser's “Lazy factors”. With help from Frederick Li, he strives to earn his degree. Will he succeed? Time will tell.

Game Preview

🚀 Reinforcement Learning on Bipedal-Walking-v3

Reinforcement Learning on Bipedal-Walking-v3 by using modified version of SAC. We have achieved 300 score at episode 117, shows convergence in normal versionat the beginning of the 200 episodes. In hardcore we have achieved 300 rewards at episode 1296.

Standard Environment Bipedal Walker Hardcore Environment Bipedal Walker

🚀 Image Processing

Output video

🚀 HotelBooking Website

Hotel Booking Website enables user to register a new account, login the account, view and book hotel room.

HotelBooking Website

🚀 Virtual Augmented Reality by Python

Output video

📞 Let's Collaborate!

  • If you are tackling an intriguing problem, I'm eager to collaborate and contribute.

📬 Connect with Me

Pinned Loading

  1. predict-credit-card-payment-default-probability-and-limit-balances predict-credit-card-payment-default-probability-and-limit-balances Public

    Machine Learning with Applications in Finance Coursework.

    Jupyter Notebook 1

  2. DataScience-Identify-Overvalue-Undervalue-Bonds DataScience-Identify-Overvalue-Undervalue-Bonds Public

    This project involves in-depth analysis and visualization of bond market data, focusing on attributes such as coupon rates, bid-ask spreads, index prices, and more. The analysis aims to reveal key …

    Jupyter Notebook

  3. HotelBooking-Website HotelBooking-Website Public

    JavaScript

  4. Mario-s-Study-Adventure-A-journey-through-Durham-University-MCS Mario-s-Study-Adventure-A-journey-through-Durham-University-MCS Public

    2D platform game under Unity Engine. The game simulates the study life of a CS student with strategy and time management elements. It has puzzle mini-games based on 2048 and is a 2D platformer insp…

    C#

  5. SAC-with-Auto-tuned-Temperature-for-Bipedal-Walking-v3 SAC-with-Auto-tuned-Temperature-for-Bipedal-Walking-v3 Public

    Reinforcement Learning on Bipedal-Walking-v3 by using modified version of SAC. We have achieved 300 score at episode 117, shows convergence in normal versionat the beginning of the 200 episodes. In…

    Jupyter Notebook 1

  6. Image-generation-ddpm Image-generation-ddpm Public

    Image generation model via DDPM model on STL-10 and CIFAR-10 datasets

    Jupyter Notebook