Punleu TY

TY Punleu

Data Science Student

A passionate data science student exploring the intersection of algorithms, data analysis, and machine learning to solve real-world problems.

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Punleu TY Profile

Technical Skills

A showcase of my proficiency in various programming languages, data science tools, and technologies

Programming Languages

Python95%
R85%
SQL90%
JavaScript75%

Data Science & ML

Machine Learning90%
Data Visualization92%
Statistical Analysis88%
Deep Learning80%

Tools & Frameworks

TensorFlow85%
PyTorch80%
Pandas95%
Scikit-learn90%

Continuous Learning

I'm constantly expanding my skill set and staying up-to-date with the latest advancements in data science and machine learning technologies. Currently exploring MLOps, reinforcement learning, and large language models.

Projects

A collection of data science projects showcasing my expertise and impact

AI-Powered Customer Segmentation
AI-Powered Customer Segmentation
Developed a machine learning model to segment customers based on purchasing behavior, demographics, and engagement metrics.
Python
Scikit-learn
Clustering
Data Visualization
CodeDemo
Predictive Maintenance System
Predictive Maintenance System
Built a system to predict equipment failures before they occur using IoT sensor data and deep learning.
TensorFlow
Time Series
IoT
Predictive Analytics
CodeDemo
Natural Language Processing for Customer Support
Natural Language Processing for Customer Support
Created an NLP solution to automatically categorize and prioritize customer support tickets.
NLP
BERT
Python
Text Classification
CodeDemo
Sales Forecasting Dashboard
Sales Forecasting Dashboard
Developed an interactive dashboard for sales forecasting using historical data and machine learning models.
Streamlit
Prophet
Time Series
Data Visualization
CodeDemo

Research Interests

Areas of data science I'm passionate about exploring and contributing to

Artificial Intelligence Technologies
Exploring cutting-edge AI technologies to solve complex business problems and drive innovation.
Predictive Modeling
Building advanced predictive models to forecast trends, identify patterns, and enable data-driven decision making.
Natural Language Processing
Developing NLP solutions to extract insights from unstructured text data and improve customer experiences.
Big Data Analytics
Leveraging big data technologies to process and analyze large-scale datasets for actionable business insights.

Research Philosophy

I believe in the power of data to transform businesses and drive innovation. My research focuses on developing practical AI solutions that deliver real business value, with a strong emphasis on interpretability, scalability, and ethical considerations in data science.

Get in Touch

Have a question or want to collaborate? Feel free to reach out!

Contact Information

Email

punleutyy@gmail.com

Phone

+855 87 574 111

Location

Phnom Penh, Cambodia

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