Books on the Desk

RESEARCH

Memory and Perception Lab

I did research in Memory and Perception Lab at University of Toronto for two years, using machine learning technology and advanced mathematical analysis to study memory and perception.

 
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HIPPOCAMERA

Using machine learning to classify texts

My first research project at University of Toronto is in Computational Neuroscience: Applying Topic Modeling (LDA) and Neural Networks(CNN) to Study Memory, Recall and Perception
Applying numerical algorithms from machine learning to large psychiatric and clinical data-sets alongside supervisors Dr. Christopher Martin, Dr. Rachel Newsome and Prof. Morgan Barense

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EXPERIMENTAL STUDY ON REAL-TIME OBJECT RECOGNITION

Data Analytics

This is a research project which is currently in progress...

Under Development
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LAKE ONTARIO VISIONARY CONFERENCE

Niagra Falls, 2019

Poster Presentation: Probing Human Memory with Machine Learning

 
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CODING

Tech tools I am familiar with:  Python, Java, R, LaTeX, Bash, Git

 

University of Toronto

ARTIFICIAL INTELLIGENCE COURSE PROJECT

AI project includes:
- Build Alpha-beta pruning MiniMax AI with heuristic optimizations
- Using AI search to solve Sokoban Puzzle
- Using AI algorithm to solve Futoshiki constraint satisfaction problem
- Using game tree search to solve Othello
- Project about variable elimination using probability and Bayesian inference

University of Toronto

SOFTWARE ENGINEERING COURSE PROJECT

Designed a large HR hiring system using Java. Apply the principle of programing design patterns.

RBC Capital Market

FINANCIAL DATA TRANBSFORMATION AND ENGINEERING

Using Python and Tensorflow, I helped modernize and add features to financial risk data services at RBC.

 
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STARTUP

Ca'reerus Consulting Studio

2016 - 2017

With my experiences in the People Development industry and Personality assessment. I built an online consulting studio to help young people understand themselves by conducting the personality assessment. Exploring career opportunities worldwide and connecting young people to senior professionals for long-term career consulting.

Business is mainly conducted online with offline meetings, and the main client base is in Guangzhou, China. Mentors are from industries of research, language education, marketing, human resource management, software engineering from China, Germany, United States, Canada and Korea.

 

MAIN PRODUCTS

 

PERSONALITY ASSESSMENT

"Know thyself". We believe to know what you want in the career is knowing what you like and good at.  With experiences in talent development, we leverage the knowledge of psychology as well as the industrial experiences to help client identify their own interests in order to offer the most suitable career advice and mentoring program.

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CA'REERUS CAFE

Ca'reerus Cafe is an offline cafe chat between Mentor and Mentee. This service is for Mentee who have specific question about industry and seek for advice about career development.

LONG-TERM MENTORSHIP PROGRAM

This program is a long-term mentorship program. Mentor and Mentee meet twice or once a month. Mentor will tailor trainings for Mentee, including both hard and soft skills needed in Mentee's career. We will offer free personality assessment before matching the Mentor to Mentee.

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