Data Science Analysis

DOANVOTHAOMY

086******* ********@****.***

SKILLS

● Programming Languages: Python, Java

● AI/Machine Learning: PyTorch, Scikit-Learn, NumPy, Kaggle, Spark

● Web Development: HTML/CSS/JavaScript

● Other: Docker, Github, SQL, Power BI, Excel

EDUCATION

International University - VNU, HCMC

Bachelor of Engineering, Data Science - Grade Point Average (GPA): 3.41/4.0 PROJECTS

Timeless song on Spotify(https://github.com/nhhongan/timeless-songs-on-spotify-team of 5) Data Science and Data Visualization Project

● Utilized Figma, HTML, CSS, JavaScript for the frontend to create an interactive user interface.

● Developed the backend integrated Spotify API for song metadata, playlist creation, and genre filtering, leveraging Python for data analysis and visualization in a website. Stroke Prediction (https://github.com/nhhongan/stroke-detection - team of 5) Data Mining Project

● Use the Weka libraries in Java to implement three classification models: Naive Bayes, Decision Tree, and K-Nearest Neighbors (KNN).

● Developed models that can analyze patient data and predict the likelihood of a stroke occurrence. Pacman Game (https://github.com/dvthmy/Pacman_Game_DSA) Algorithms & Data Structures Project

● Developed a Pacman game utilizing data structures and algorithms to implement efficient pathfinding using A* search algorithm and object-oriented programming . Predicted Estimated Arrival Time (https://github.com/nhhongan/nyc_yellow_taxi_eta.git) Big Data/ Machine Learning Project

● Implemented a predictive model for NYC taxi estimated arrival times using Spark for preprocessing and large-scale data handling.

● Built and optimized models with KNN, Linear Regression, and XGBoost EXPERIENCE

Data Analysis & Backend Developer (https://github.com/chauanphu/be-parcel-locker) 2023 - Present

● Working with the wider development team.

● Collect, preprocess data by Python, enhance the functionality and performance of applications through backend development.

EXTRA-CURRICULAR ACTIVITIES

IT's YOUTH - Spring volunteer (2023&2024)

● Organized fundraising events by selling food and used funds to purchase essential items for underprivileged students at a high school in Ba Ria-Vung Tau City.

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