AI Engineer Intern
Resume:
NGUYEN HOAI LINH
Soft Skills.
Teamwork Skills.
Communication Skills
Research Skills
Analytical Skills
Problem-Solving Skills
Technical Skills.
Statistics, A/B Testing.
Exploratory Data Analysis.
Data Preprocessing.
Data Visualization.
Machine Learning Models.
Data Collection Skills.
Data Storytelling.
Programming Languages.
python (Pandas, NumPy, scikit-learn,
Matplotlib, Seaborn, TensorFlow,
BeautifulSoup).
R.
MySQL, SQL Server, PostgreSQL,
MongoDB.
SKILLS
VNUHCM - University of science
Current GPA: 8.34/10 - 3.58/4.0
Member.
Co May Dormitory Management Team.
2024 - current
As a student in Data Science, I am particularly interested in AI engineering with practical experience in machine learning algorithms, especially in projects involving image-based classification like Autism prediction and facial expression recognition. I have explored techniques such as CNNs, PCA, and advanced classifiers including SVM and Gradient Boosting. I aim to grow into an AI Engineer, where I can apply my technical foundation to meaningful AI applications and continue expanding my skill set in model design and experimentation.
PROJECT EXPERIENCE
Prediction of Autism for children. December 2023
I implemented a machine learning model using CNNs to classify Autism Spectrum Disorder (ASD) in children based on facial image analysis. This involved data preprocessing, training and evaluating the model, and optimizing deep learning algorithms to enhance accuracy in early detection of ASD.
Facial Expression Recognition Using Machine Learning. June 2024 I implemented a mini-project on facial expression recognition using machine learning algorithms, including Logistic Regression, XGBoost, SVM, and Gradient Boosting. The project involved experiments with Principal Component Analysis (PCA) for dimensionality reduction and focused on analyzing classi cation weights and evaluating model performance using confusion matrix.
EDUCATION
2021-2025 KTX Co May Scholarship
2023 Accompanying Scholarship
Intellectual Nurturing Scholarship
2023, 2024
DATA SCIENCE 2021 - 2025
ACTIVITIES
HONORS & AWARDS
June 2023
I implemented a House Price Prediction model, starting with web scraping to gather data. I performed data preprocessing, trained and evaluated models, and customized multiple machine learning algorithms by tuning hyperparameters to enhance predictive accuracy.
House Price Prediction.
I implemented a linear model to predict bike rentals using linear modeling techniques. This project involved thorough data analysis to draw insights about regional trends, statistical testing to validate the signi cance of variables, and transforming raw data to optimize model performance. I performed model diagnostics, linearity checks, residual plots, and extended the linear model to improve predictions.
Bike Rental Prediction Based. May 2024
I focus on processing, analyzing, and evaluating student data. I conduct statistical analyses to generate actionable insights that support management decisions and contribute to the development of the dormitory and student. And design websites to support recording attendance and evaluating student violations.
https://www.linkedin.com/in/nguyen
-hoai-linh/
Linh Trung Ward, Thu Duc City.
********************@*****.***
PROFILE
AI Engineer Intern
OBJECTIVE
Contact this candidate