Hi, I am Nguyen Khanh Toan
Data Engineer
Passionate Data Engineer specializing in Data and AI
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About Me
My Introduction
Final-year student aspiring to become a Data Engineer with a strong foundation in financial mathematics and data science. Proficient in Python with experience in data processing and machine learning frameworks. Interested in building scalable data pipelines and reliable data infrastructure to support analytics and AI systems.
experience
project
worked
Skills
My Technical SkillsQualification
My journeyBachelor of Data Science
UEH College of Technology and DesignBachelor of Financial Mathematics
UEH College of Technology and DesignTran Phu High school
Test of English for International Communication - TOEIC
ETSCertificate in Machine Learning, Deep Learning
CourseraBronze Medal in Physics
April 30th traditional Olympic competitionServices
What i'm doing
Computer
Vision
Computer
Vision
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Image Processing Algorithms
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Object Detection and Recognition
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Deep Learning Models for Vision Tasks
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Feature Extraction and Analysis
Data
Science
Data
Science
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Data Cleaning and Preprocessing
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Exploratory Data Analysis (EDA)
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Machine Learning
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Statistical Modeling
Natural Language
Processing
Natural Language
Processing
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Text Preprocessing
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Text Classification
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Language Modeling
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Sentiment Analysis
Projects
Most recent work
Built an end-to-end E-commerce Lakehouse to manage scalable ETL pipelines.
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A real-time ETL pipeline designed to synchronize data between MySQL, MongoDB and Redis
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HighwayCounter using YOLOv8
A vehicle detection and counting system for highways, leveraging YOLOv8
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Badminton Analysis using YOLOv8
This project utilizes computer vision techniques to detect players and shuttlecocks in badminton games.
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Forklift Detection using YOLOv5
This project utilizes the YOLOv5 object detection model to identify forklifts within images or video frames.
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Tree Detection using Faster R-CNN
Detect trees in images using Faster R-CNN with MobileNetV3 Large 320 FPN backbone
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Tumor Image Classification
A repository dedicated to implementing Convolutional Neural Networks (CNN) for brain tumor image classification.
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AG News Text Classification
This project is dedicated to the task of text classification using the AG-News dataset.
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Tower of Hanoi
This repository contains the implementation of the HaNoi Tower problem using the stack data structure in the context of learning about data structures and algorithms.
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Knapsack Problem
This project tackles the classic Knapsack Problem utilizing a greedy algorithm approach.
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Spaceship Titanic
"Spaceship Titanic" repository on Kaggle: Exploring Titanic dataset with data analysis and machine learning to understand passenger demographics and survival rates.
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Hotel Reservation
This project focuses on utilizing machine learning techniques for hotel reservations, aiming to streamline the booking process and provide personalized recommendations to users.
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Website Classification
This project focuses on the task of website classification using a custom dataset.
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Eclat Algorithms
This project involves the implementation of the Eclat algorithm, a popular technique for frequent itemset mining in transactional databases.
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CURE Clustering
This project focuses on implementing CURE (Clustering Using Representatives) algorithm for data clustering
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Pesplanus Image Classification
This project focuses on implementing Convolutional Neural Networks (CNN) for the classification of Pesplanus images.
Project LinkIn Need of an Engineer?
Contact me now if you're looking for an engineer. Let's discuss your project and see how I can assist you.
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