VannuthCV

Ven Vannuth

Data Sceince

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Ven Vannuth

Data Sceince

AI-Developer

About Me

An ambitious individual seeking tothrive and expand knowledge in adynamic work environment, with afocus on excelling in AI, Analytics,Machine Learning, Deep Learning,and MLOps in data-driven industries.

Age 23
Residence Cambodia
Address Mean Chey District, Phnom Penh
Email venvannuth@gmail.com
Phone 0978576704

What I Do

Machine Learning

I leverage my expertise in Machine Learning to develop and implement models that can predict outcomes, automate tasks, and provide data-driven insights. With a strong foundation in both the theoretical and practical aspects of Machine Learning, I am adept at utilizing algorithms to solve complex problems, improve processes, and enhance decision-making.

Deep Learning

With a solid grasp of Deep Learning, I excel in designing and implementing neural network architectures that tackle some of the most challenging problems in data analysis, image and speech recognition, and natural language processing. My experience ranges from using convolutional neural networks (CNNs) for image classification and object detection, to employing recurrent neural networks (RNNs) and transformers for sequence analysis and generative models

MLOps

My proficiency in MLOps enables me to orchestrate the seamless transition of Machine Learning models from conception to production, ensuring they are not only accurate but also scalable and maintainable. With a keen focus on automating the machine learning lifecycle, I implement strategies for continuous integration and delivery (CI/CD), monitor model performance in real-time, and facilitate dynamic updating to maintain relevance and efficiency. Leveraging tools such as Kubernetes for orchestration, Docker for containerization, and Jenkins or GitLab for CI/CD.

Data Analysis

In the domain of Data Analysis, I harness my analytical skills to extract meaningful insights from complex data sets, driving strategic decision-making and uncovering hidden opportunities. My approach combines a meticulous eye for detail with advanced proficiency in statistical analysis and data visualization tools such as Python's Pandas and Matplotlib, R, and SQL for database management.

Resume

Education

2008-2020

Phney Meas High School

High School Student

2020-Now

Institute of Technology of Cambodia

Data Science

Experience

2020 - Current

Institute of Technology of Cambodia

Data Science

Analyzing data, machine learning, statistical modeling, data visualization, predictive analytics, SQL querying, Python programming, big data handling, AI integration.

2022 - 2023

Camcyber Training

DevOps or MLOps

CI/CD, model monitoring, Kubernetes, data versioning, experiment tracking, model serving, scalable deployments, ML system management, deployment efficiency.

2022 - 2023

AMS Lab Research

Deep Leaning

Conduct research on R&D efforts for detecting rice leaf diseases using CNN architectures.

2023 - 2024

R&D with Professor Japan

CSI Data Measurements and Analytics

Data collection, signal processing, machine learning analytics, network performance optimization, user behavior analysis, CSI-based positioning, and environmental sensing.

Major Skills

Machine Learning

80%

Deep Learning

65%

DepOps/MLOps

60%

Data Analysis

70%

Coding Skills

Python

75%

R Programming

50%

MySQL

50%

BigData

50%

C/C++

50%

Knowledges

Social Media
Time Management
Communication
Problem-Solving
Social Networking
Flexibility

Project

Deployment Model Rice Leaf Diseases Detection

See Detail

Rice Leaf Diseases Detection Using CNN Architectures

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Build ChatGPT-3 With Python Programming

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Car Price Prediction uing Machine Learning Models

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Computer Vision Webcam Detection with VGG16

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Heart Sound classification using RNN

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Mall Customer Segmentation

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Employee Attrition with Regression

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Employee Information Management with C++

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Machine Learning and Nueral Network Course

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Text classification with Python

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Natural Language Processing

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Lung Diseases Detection

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Face-and-Eyes-Detection

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Images Segmentation

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Image Based Search and Recommen dation System

See Detail

Human Pose Estimation HPE

See Detail

Video Analytics

See Detail