Data Analyst Machine Learning
Resume:
NGUYEN VIET HOANG
Data Analyst Fresher
Hanoi, Vietnam
R ********@*****.***
HoangNV097
HoangNguyenViet
OBJECTIVES
I am a last student who is eager to
become a Data Analyst I am passion-
ate about using data-driven insights to
make business decisions. I have a basic
understanding of statistical analysis,
data visualization, and programming lan-
guages like Python and SQL, which gives
me the technical skills I need to collect,
clean, and analyze large datasets. In
other words, I am a highly motivated
student with the skills and experience
necessary to be a successful Business
Analyst. I am eager to learn and grow
and passionate about using data to make
a difference.
SKILLS
Languages: Vietnamese (Native), English (Advanced). Technical: Statistics, Big Data, Machine Learning, Microsoft Office, Data Visualization, Mak-
ing Dashboard.
Tech-stack: Python, SQL, Spark, R, PowerBI, C, Mon- goDB, Excel, Canva.
Interpersonal: Leadership, Logical & Critical thinking, Teamwork, Problem-solving, Presenta-
tion skills.
EDUCATION
Sep. 2021 - Now Hanoi University of Science and Technology Bachelor of Science in Business Analytics
EXPERIENCE
Aug. 2023 – Feb.
2024
Business Analyst Trainee Viet Capital
• Transformed and processed client’s data by using Excel to ensure data completeness and validity.
• Provide regular reports and suggest improvements to ensure goals and KPIs are achived.
• Apply analytical skills to provide observations and suggest improvements in business operations.
• Gain insights into the overarching business goals, challenges, and opportunities within the organization.
Nov. – Dec. 2023 Data Analyst Collaborator Cen Group
• Utilized SQL to make databases on more than 1000 clients
• Performed data cleaning and text analysis to successfully identified the major com- plaints for clients.
• Gain insights into the overarching business goals, challenges, and opportunities within the organization.
CERTIFICATIONS
2023 IELTS 7.0.
2023 IBM Professional Data Analytics
2023 IBM Professional Data Scientist
2024 Cousera From Excel to MySQL
1
2024 Microsoft Power BI Coursera
2024 Deep Learning Specialization – DeepLearning.AI 2024 Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning – DeepLearning.AI
REMARKABLE PROJECTS
Oct. 2022 Car’s Price Prediction using Random Tree Regression Project description A Kaggle competition where participants build predictive models to deter- mine the car’s prices based on various factors like fuel, year, numbers of own- ers, that also allowing participants to practice data preprocessing, feature en- gineering, and model building techniques to improve their predictions. Used technologies Python, Jupyter Notebooks, Pandas, NumPy, Matplotlib, Seaborn, Scikit-learn Team size 1
Results
• Conducted thorough data cleaning and preprocessing to handle missing values and outliers.
• Achieved a 88.7% accuracy rate on the test dataset with Random Forest re- gression.
Dec. 2023 Customer segmentation
Project description A Kaggle competition where participants aims at analyzing the content of an E-commerce database that lists purchases made by 4000 customers over a period of one year (from 2010/12/01 to 2011/12/09). Based on this analysis, I develop a model that allows to anticipate the purchases that will be made by a new customer, during the following year and this, from its first purchase. Used technologies Python, Jupyter Notebooks, Pandas, NumPy, Matplotlib, Seaborn, Scikit-learn Team size 1
Results
• Conducted thorough data cleaning and preprocessing to handle missing values and outliers.
• Achieved a 84.8%accuracy rate on the test dataset with K-nearest regression, 100% on Decision Tree, 100% on Random Forest Regression, 91.5% on Gradient Boost,.. .
April, 2024 Music recommendation system
Project description A dataset given by teachers about 10000 song on Spotify since 1986. We have made a recommendation system base on valuing the score of song base on Cosine Similarity and the characteristics of the song. Used technologies Python, Jupyter Notebooks, Pandas, NumPy, Matplotlib, Seaborn, Scikit-learn, machine learning
Team size 3
Results
• Conducted thorough data cleaning and preprocessing to handle missing values and outliers.
• The results that can give the song that have some relate to the playing one . EXTRACURRICULAR EXPERIENCES
8/2022 – Now Content team member HUST Business Analysis Club - HBAC I am one of the co-founders of HBAC, the first Business Analysis Club at HUST. I hold the role of writing and holding academic events.
REFERENCES
2
Dr. Ha Thi Thu Trang
Lecturer
School of Economics and Management
Hanoi University of Science and Technology
*****.********@****.***.**
3
Contact this candidate