Machine Learning Data Science

NGUYEN DANG HUYNH CHAU

***********************@*****.*** +84-934****** Ho Chi Minh City, Vietnam

GitHub: github.com/ChauHuynh1 LinkedIn: linkedin.com/in/chaunguyen1507/

Website: https://nguyendanghuynhcha.wixsite.com/chau-resume

RMIT University Vietnam

EDUCATION

Ho Chi Minh City, Vietnam

Bachelor of Software Engineering (Honors) (4th year student)

Coursework:

Practical Database Concepts – Grade: HD (4/4)

Practical Database Science – Grade: DI (3/4)

Tentative Graduation: 01/2024

Machine Learning – Grade: HD (4/4)

Research Method for Engineering – Grade: DI (3/4)

WORK EXPERIENCE

Ernst & Young, Ho Chi Minh City, Vietnam Business Consulting Intern. 12/2022 – 3/2023

Collaborate effectively with colleagues, managers, to interview the customers and skateholders to analyze, understand, and define business requirements.

Designed and implemented key performance indicators (KPIs) to measure and optimize CRM system effectiveness.

Managed data transformation and ingestion into the data warehouse for streamlined data management processes, validated data via SQL.

Implemented ETL (Extract, Transform, Load) automation to efficiently manage data in management reports via PowerBI.

PROJECT EXPERIENCE

Book Recommender System 10/2022

https://github.com/ChauHuynh1/Book_RecSys

Technologies used: Python, Matplotlib, Plotly plot, Dash, Jupyter notebook, Scikitlearn.

Algorithm Applied: Content Based, Collaborative Filtering, Popularity Recommender, Random Recommender, LightFM algorithm, and Hybrid Recommender

Conducted user behavior analysis and research insight to optimize recommendations.

Achieved 82/100 for the assignment in the Machine Learning course, 77/100 for the assignment of the Research Method for Engineering course.

Drone-based solar panel inspection 10/2022

GitHub: https://github.com/ChauHuynh1/capstone_project

Virtual showcase: https://www.rmitvn-showcase.com/helios

Technologies used: Python, OpenCV, TensorFlow, Dash, Plotly, Leaflet.

Algorithm Applied: Canny Edge Detection, Hough Line Transform, Blob Detection, Thresholding.

Intergrated an analysing pipeline into a web application for user to get which locations in the solar farm has the highest defect amount.

Win best capstone project 2023 in RMIT for this project.

ADDITIONAL TRAINING

Top 20 OpenDataChallenge of Ernst & Young 03/2023

Open Science Data Challenge of EY is an annual international competition for beginer and intermediate level in machine learning to solve the world hunger problem.

LinkedIn skill assessment test

Passed 6 tests including MySQL, NoSQL, Machine Learning, Agile Methodologies, Git, Python.

Best Capstone Project 2023

Best capstone project in RMIT for the Drone-based solar panel inspection project.

SKILLS

Programming: Python, Dash, Java, C, C++, JavaScript, HTML, CSS.

Big Data & Machine Learning: Spark, Hadoop, MongoDB, Python (eg. scikit-learn, numpy, pandas, matplotlib)

Data visualizations: Excel, Seaborn, Plotly Plot, Dash, Matplotlib, PowerBI.

Data Science & Miscellaneous Technologies: ETL, Data science pipeline (cleansing, wrangling, visualization, modeling, interpretation), Statistics, Hypothesis testing, OOP, APIs, Excel, Git.

Languages: Fluent in English, Native in Vietnamese.

Particulars: Good interpersonal & communication skills, challenging, responsible, critical & logical thinking, attention to detail.

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