Machine Learning Information Technology

VO NGUYEN KHOA

***.***.**** ***************@*****.*** linkedin.com/in/nguyenkhoavo Can Tho

SUMMARY

I am an Information Technology graduate with a solid background in artificial intelligence, machine learning, and software development. With experience in implementing projects in the fields of AI, natural language processing (NLP), and data analytics, I am confident in my ability to solve problems and create effective technological solutions. I am always looking for opportunities to apply my knowledge to real-world projects, while continuously learning and developing myself in a professional working environment.

S IDE PROJECTS

Classification of Sleep Health and Lifestyle Aug 2023 – Sep 2023

• The project, conducted in a Data Analysis course using R, involved analyzing and visualizing data, preprocessing, and building machine learning models.

• It focused on researching datasets related to sleep quality and its influencing factors, ultimately developing a classification model for sleep quality. Building a Prediction Model for Microsatellite Instability in Colorectal Cancer Sep 2023 – Nov 2023

• Building a model to predict microsatellite instability in colorectal cancer therapy by analyzing histology pictures to assess cancer status.

• Using convolutional neural networks (CNNs) such as Inception, ResNet, DenseNet, and InceptionResnet.

Cooking Recipe Generation from Ingredients Jan 2024 – May 2024

• The recipe generation model is an NLP model combining Longformer's encoder and BART's decoder.

• Trained on a subset of the RecipeNLG dataset, which provides a basis for understanding and generating recipes.

• Its performance is evaluated using ROUGE and BLEU metrics. EDUCATION

Information Technology

Can Tho University Can Tho 2020 – 2024

Earned a 3.84/4.00 GPA and completed relevant coursework in data structure and algorithms, OOP, database management, system administration, computer networking, AI, ML, and NLP. SKILLS

• Programing language: C/C++, Java, Javascript, PHP, Python

• Data: R, Python, MySQL, MongDB

• AI/ML: AI, Machine learning, Computer Vision, NLP COMMUNICATION

Excellent communication skills enable me to collaborate with clients, stakeholders, and cross- functional teams to deliver high-quality results.

COURSES

Data Analysis

Can Tho University Software Center Can Tho 2023

Graphic Design for Advertising

Can Tho University Software Center Can Tho 2023

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