Summary
Overview
Work History
Education
Skills
Other Experience
Timeline
Generic

Yixin Zha

Toronto,Canada

Summary

Hardworking and passionate about machine learning algorithms applications, particularly in hardware facilitation such as machine learning accelerator with FPGA or GPU.

Remain self-motivated to learn new concepts and knowledge. Eager to gain more professional skills and research experience.

Overview

1
1
year of professional experience

Work History

Machine Learning Software Engineer

Shanghai Legend Energy
04.2023 - 08.2023
  • Data preprocessing with pandas library for resampling, encode labels, and identify traits with high correlation using heat map.
  • Applied various recent ML models in battery management system, such as linear regression, random forest, variational autoencoders, xgboost, and svm.
  • Experienced in data prediction and supervised/ unsupervised false detection in battery system.

Project Manager

UofT APS112 Coursework Team Project
01.2023 - 04.2023
  • Worked in team of five to update client's inventory system for freezer samples in Sunnybrook Research Institute.
  • Developed internal website and build database using javascript and node.js to store sample information by scanning barcodes.

Education

Bachelor of Electrical And Computer Engineering - Computer Engineering

University of Toronto
Toronto, ON
05.2027

Skills

  • Programming: C, Python, Javascript, Verilog, Assembly, Git, mySQL, html/css, nodejs
  • Framework and Libraries: Numpy, Pandas, Pygame, Tensorflow, Keras, Matplotlib, Beautiful soup, Selenium
  • Software: Intel Quartus, ModelSim, LTspice, CPUlator, MultiSim
  • Language: Fluent in English and Chinese

Other Experience

University FPGA Project of two-player PONG game on VGA using Verilog [2023]

  • Collaborated with lab partner and designed a ping-pong game coded in Verilog using FPGA board, VGA monitor and PS2 keyboard.
  • Successfully applied digital system knowledge of Finite State Machine in control path and data path.


Video game tester at Suzhou XFUNS GAME Company [2023]

  • Test and debug functionalities of legendary video games written in cosco2D and c++.
  • Collaborate with coworkers from different field to discuss new features for legendary games.


Personal Project on web applications and web scrapping [2022-2023]

  • Scrapped historical data of Intel NASDAQ stock value, and drew candlestick diagrams using selenium, Beautiful Soup in flask framework and python libraries.
  • Developed web games, such as reversi and minesweeper, through javascript, html, and css.


Research Leader at Yau Sciences Centre, Tsinghua University, Beijing, China [2021]

  • Conducted research in relationship between Rubik's Cube and Group Theory.



Timeline

Machine Learning Software Engineer

Shanghai Legend Energy
04.2023 - 08.2023

Project Manager

UofT APS112 Coursework Team Project
01.2023 - 04.2023

Bachelor of Electrical And Computer Engineering - Computer Engineering

University of Toronto
Yixin Zha