20fall申请故事 | 英国爱丁堡大学的申请心得

学员背景

• 原学校：电子科技大学
• 原专业：电子信息工程
• GPA：3.7 | 4
• 标化成绩：IELTS:7
• 背景提升：如何提升背景？
• 主要经历：
  Intern Algorithm Engineer
  Chengdu Goldwin Electronic Technology Co., Ltd | Chengdu, China 08/2019 - Present
  Participating in the design of action-recognition related algorithms
  Conducting researches on Two-Stream and 3D Convolutional Neural Network (3D CNN) for the implementation of real-time human action recognition to detect violating actions
  Involved in enhancing the design of a hybrid algorithm which combines the pros of Two-Stream (for its high accuracy of action recognition) and 3D CNN (for its better performance at approximately 300fps)
  
  Joint Tactical Information Distribution System Implementation (JTIDS) 04/2019 – 06/2019
  Led a team of 3 members to design and implement JTIDS using MATLAB simulation, including coding module, signal modulation module, frequency hopping module, and synchronization module
   Coordinated to implement RS coding, CCSK coding and character interleaving coding algorithms
  Adopted Minimum-Shift Keying (MSK) and acquired knowledge of Frequency-Shift Keying (FSK) modulation scheme
  Deep-Learning-Based Hate Speech Detection System 04/2018 – 07/2018
  Constructed a crawler script using Python to retrieve user’s activities from Weibo (Chinese Twitter equivalent)
   Performed data prepossessing by data argumentation and constructed word2vec model to convert data into input vectors
   Implemented CNN, decision tree and LSTM; Executed cross validation methods
   Researched on hyperparameter tuning (random/grid searching, Bayesian Optimization) which eventually promoted the system accuracy rate to 79%