Machine Learning Engineer Intern

Nguyen Khanh Toan

AI Engineer Intern

§ Github ï LinkedIn Portfolio # ad5xrb@r.postjobfree.com H +84-865-***-*** Technical Skills

Programming: Python (Proficient); SQL, C++, C# (Basic) Developer Tools: Linux, Docker, Git, PyCharm

Frameworks & Libraries: PyTorch, OpenCV, Scikit-learn, NLTK Language: English - Intermediate (TOEIC 825)

Areas of Interest: Computer Vision, Natural Language Processing Personal Projects

•Forklift Object Detection - Project Link 3/2024

Developed an object detection solution to identify forklifts using the YOLOv5 deep learning model

– Responsibilities: included data preparation, model training, and hyperparameter optimization

– Tools & technologies used: Python, PyTorch, YOLOv5, OpenCV, Pycharm, Linux

– Results: Achieved high accuracy (95%) in detecting forklifts, reduced false positives and negatives

•Tumor Image Classification - Project Link 2/2024

Implemented Convolutional Neural Networks (CNN) for brain tumor image classification

– Responsibilities: Managed dataset preparation, CNN architecture design, and hyperparameter tuning

– Tools & technologies used: Python, PyTorch, OpenCV, Pycharm, Linux

– Results: The CNN model demonstrates effective performance on both test image and video datasets, achieving high accuracy (85%) in classifying brain tumor images

•AG’s News Classification - Project Link 1/2024

Classified news articles into four main categories: "world", "sports", "business", and "Science"

– Responsibilities: Built text preprocessing and explored data before implementing machine learning algorithms

– Tools & technologies used: Python, Keras, NLTK, scikit-learn, Jupyter Notebook

– Results: Achieved 90% accuracy using SGD, CNN, and Naive Bayes

•Hotel Reservation - Project Link 12/2023

Predicted hotel reservation cancellations using machine learning techniques.

– Responsibilities: Managed data exploration, preprocessing, and feature engineering

– Tools & technologies used: Python, scikit-learn, Jupyter Notebook

– Results: Achieved 90% accuracy and identified key factors influencing reservation cancellations Education

•College of Technology and Design - UEH University 2021 - 2025 Bachelor of Data Science GPA: 3.5/4 - Very Good

•College of Technology and Design - UEH University 2021 - 2025 Bachelor of Financial Mathematics GPA: 3.2/4 - Very Good Achievements

•TOEIC (Score: 825/990) 2/2024

•Coursera Certificate (Machine Learning, Deep Learning) 3/2023

•Physics Bronze Medal (April 30th traditional Olympic competition) 4/2019 VONLUNTEER

•Spring Volunteer Campaign (Collaborator) (1/2023)

•New Student Welcome Camp Organizer (Main Contributor) (11/2022)

Contact this candidate