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Hi, I'm
Lawrence Han

A passionate student specializing in Computer Science with a focus on Data Analytics and Machine Learning, eager to apply my skills in real-world scenarios.

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About Me

Lawrence Han

Curious mind with a passion for innovation

I'm currently pursuing my Master of Engineering in Data Analytics and Machine Learning at University of Toronto. My academic journey has equipped me with strong fundamentals in programming, algorithms, and data science, and I'm eager to apply this knowledge in real-world scenarios.

When I'm not studying, you can find me working on personal projects, exploring new technologies, or practicing my musical instruments. I believe in continuous learning and staying updated with industry trends.

Machine Learning Data Analytics Python PyTorch Deep Learning Information Security

My Skills

Programming & Tools

  • Python 95%
  • Java 70%
  • C 90%
  • C++ 80%
  • RISC-V Assembly 70%
  • Bash 50%
  • PostgreSQL 70%
  • LaTeX 70%
  • Git 80%

Libraries

  • NumPy 80%
  • Pandas 80%
  • Matplotlib 70%
  • Scikit-learn 80%
  • PyTorch 85%
  • StatsModels 60%

Machine Learning

  • Transfer Learning
  • Convolutional Neural Networks (CNN)
  • Generative Adversarial Networks (GANs)
  • Ensemble Learning
  • Transformers

Languages

Chinese
Native
English
Fluent
Japanese
Conversational
French
Beginner

Education

Sep 2025 - June 2027

MEng, Data Analytics & ML

University of Toronto
Data Analytics and Machine Learning
Key courses: Deep Learning, Data Science Methods, Statistical Learning, AI in Finance, Financial Engineering

Academic Performance:

  • In progress
Sep 2021 - June 2025

BSc, Information Security

University of Toronto
Information Security with a minor in Mathematical Sciences
Key courses: Machine Learning, AI, Information Security, Algorithms and Data Structures, Database, Software Design, Risk Management, OS, Linear Algebra, Multivariable Calculus, Probability & Statistics

Academic Performance:

  • 4th-year GPA: 3.52/4.00
  • GPA for 2nd-year and above CS & Math courses: 3.53/4.00
  • CGPA: 3.35/4.00
Apr 2024 - Aug 2024

Exchange Program

Waseda University
Key courses: Data Mining, Jet Engines, Electronic Circuits, Network System, Game Theory

Experience

Broadcast Data Operator

Beijing Academy of Artificial Intelligence

August 2025

Responsible for the real-time collection, processing, and distribution of game data for multiple competitions to national television and live-streaming platforms during the World Humanoid Robot Games.

Volunteer

Beijing Cyber Security Association, Beijing, China

February 2024

Assisted elderly individuals in community activities by raising cybersecurity awareness and educating them on preventing online scams, including AI-generated face-swapping and voice-changing fraud.

Part-time Warehouse Worker

Erie Electric Motor Inc., Ontario, Canada

May 2022 - September 2023

Assembled and organized mechanical components, supported motor testing, and handled packaging.

My Projects

Image Colourization
View Project

Image Colourization

Conditional Generative Adversarial Network (cGAN) and Convolutional Autoencoders to colourize grayscale images.

GAN PyTorch Computer Vision
Quantitative Trading System
View Project

Quantitative Trading System

Real-time quantitative trading system using random forest on multi-timeframe features in Python.

Python Random Forest Finance
Sign Language Recognition
View Project

Sign Language Recognition

Optimized Convolutional Neural Network model for sign language gesture recognition using PyTorch.

PyTorch CNN Computer Vision

Hobbies

Fencing

Fencing

Competed in multiple nationwide competitions, demonstrating discipline, strategy, and physical agility.

Drum Set

Drum Set

Achieved the highest certification from the China Conservatory of Music; orchestra drummer with performance experience.

Piano

Piano

Masterclass with Olha Chipak; solo performance at the Steinway Recital Hall; experienced in music composition.

Get In Touch

Let's Connect

I'm currently looking for opportunities and would love to discuss how I can contribute to your team.

Email

lawrencehan5@hotmail.com

Phone

+1 (647) 975-1949

Location

Toronto, Ontario, Canada