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๐Ÿ‘‹ Hello, I'm Vincent!

๐Ÿš€ 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 around 20.

๐Ÿ“˜ Educational Background

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

๐Ÿ“š 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.

๐Ÿ›  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.

๐Ÿ•น Areas of Interest

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

๐ŸŒฑ Continual Learning

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

๐ŸŽ‰ Featured Projects

๐Ÿš€ 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 โ€œLazy factorsโ€. With help from Frederick Li, he strives to earn his degree. Will he succeed? Time will tell.

Game Preview

๐Ÿš€ 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

๐Ÿš€ Image Processing

Output video

๐Ÿš€ HotelBooking Website

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

HotelBooking Website

๐Ÿš€ Virtual Augmented Reality by Python

Output video

๐Ÿ“ž Let's Collaborate!

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

๐Ÿ“ฌ Connect with Me


Vincent Zhenhao ZHAO's Projects

annotated_deep_learning_paper_implementations icon annotated_deep_learning_paper_implementations

๐Ÿง‘โ€๐Ÿซ 59 Implementations/tutorials of deep learning papers with side-by-side notes ๐Ÿ“; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), ๐ŸŽฎ reinforcement learning (ppo, dqn), capsnet, distillation, ... ๐Ÿง 

autorec icon autorec

Autorec (Autoencoders Meet Collaborative Filtering)

build-your-own-x icon build-your-own-x

Master programming by recreating your favorite technologies from scratch.

codechallenge icon codechallenge

A repo to record how I prepare my Interview, and really hope it can help you as well. Really appreciate Kieran's help in the pattern's part.

datascience-identify-overvalue-undervalue-bonds icon datascience-identify-overvalue-undervalue-bonds

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 insights into the distribution and interrelationships of bond market characteristics.

deep-learning-in-pracical-english icon deep-learning-in-pracical-english

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 400 universities from 60 countries including Stanford, MIT, Harvard, and Cambridge.

dl-pytorch icon dl-pytorch

Examples and code demonstrations for the Deep Learning module at Durham University

fin-ml icon fin-ml

This github repository of "Machine Learning and Data Science Blueprints for Finance". Please star.

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