Khoi Le

Linkedin Portfolio Github 216-***-**** Cleveland, OH ada8dl@r.postjobfree.com

EDUCATION

Case Western Reserve University, Cleveland, OH

● Bachelor of Science in Computer Science, May 2021.

● Undergraduate Coursework: Machine Learning, Deep Learning, Software Engineer, Algorithm, Data Structure PROJECTS

Research Project: Synthetic Haralick texture features using Convolutional Neural Network

● Developed a deep-learning-based algorithm to speed up the calculation time of Haralick texture features, which is very heavy in computational complexity. This method is almost 100 times faster than the original method on GPU with very minor accuracy tradeoff.

● Language: Python, Matlab, Tensorflow

Web Application: Esportizer

● Led a team of 3 people developing a website using Nodejs and MongooseDB to promote the ESport industry in Vietnam by providing a platform for professional teams to host tryouts, recruits. This platform will provide casual players with Esport experience.

● Language: Nodejs, Javascript, HTML, CSS

Analytic Project: AlgoInvestor

● Led a team of 3 people developing machine learning models that predict stock prices and make investment decisions based on the result

● Language: Python, Tensorflow

Window Application: Smart Coach

● Led a team of 5 people developing an application that helps people picking champions on the game League of Legends to increase win-rate using data mined from previous League of Legends games using Python and SQL

● Language: Python, SQL

Android and Window game: Orbital

● Developed an endless running game using Unity3D and C#

● Language: C#, Unity 3D

EXPERIENCE

Case Western Reserve University, Cleveland, OH

Research Assistant, Department of Biomedical Engineering (Dr. Anant Madabhushi), September 2018 – Present

● Developed a deep-learning-based algorithm to speed up the calculation time of Haralick texture features. On CPU this model is nearly 100 times faster than the traditional method.

● Built and optimized a deep learning model using Tensorflow to detect recurrence in oropharyngeal cancer. SKILLS

Python, Matlab, Java, Javascript, CSS, and HTML.

Research in Machine Learning/Deep Learning.

HONORS

World Robot Olympiad (Fall 2016)

● 1st place in Vietnam Qualifier

● 40th/200 teams World Robot Olympiad

Vietnam Southern Regional Olympiad in Informatics (Spring 2016)

● Gold medal