Hi, my name is Hoang Phuc Tran
I'm a Data Scientist / Machine Learning Engieer.

About Me

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Driven by a strong work ethic and a passion for learning, I am a dedicated individual skilled in effective time management, creative problem-solving, and collaborative teamwork. My journey in DevOps, database management, and machine learning development has equipped me with valuable entry-level insights. With a career vision set on becoming a proficient Machine Learning Engineer, I am motivated to thrive in a professional and progressive environment, expanding my knowledge and relationship.

My specialties include Python, Java and C# back-end programming, system deployment and operation, database management, data analyst and machine learning.

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Noticeable Projects

Flower Images Classification using CNN

To enhance flower shopping convenience, our system aids users in finding desired flowers through text input and browsing. Users can type flower names to explore options. Additionally, we offer image-based search using ResNet-18 and VGG-16 models, suggesting similar flowers. Our dataset comprises eight types: Baby, Calimero, Chrysanthemum, Hydrangeas, Lisianthus, Pingpong, Rosy, Tana. We evaluated with Logistic Regression and CNN baselines for classification performance and metrics.

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Online Shoppers Purchasing Intention - Data Preparation and Modelling

By analyzing customer insights from e-commerce website visits, we uncover consumption behavior patterns in each session. This enables a deeper understanding of what drives purchasing decisions. Evaluating session attributes' impact on customer engagement helps refine marketing campaigns for optimal outcomes. Additionally, these insights aid in refining target audiences, enhancing promotional strategies, and boosting both website traffic and purchase rates.

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Dazala E-Commerce Database System

E-Commerce web application using PHP and Bootstrap. Database implementation by MySQL and MongoDB.

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StaFlindia

Our project mainly focuses on Machine Learning and Data visualisation. The team prefered to design a project related to data analysis since most of the members' minor is either data analytics or AI. The team did a lot of research and found a tool named Streamlit. Although it was the first time handling the library of a 3rd party for some members, its fascinating features were enough to motivate the team. Our team, therefore, determined to make a website for Indian domestic flight ticket data analysis using Streamlit.

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Get In Touch

If you have any question, feel free to drop me a line.

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