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Nguyễn Tùng

Nguyễn Tùng

AI Model Trainer - Mechanical Engineering and Logistics

VIETNAM flag
Hanoi, Vietnam
$30.00/hrIntermediateOtherInternal Proprietary Tooling

Key Skills

Software

Other
Internal/Proprietary Tooling

Top Subject Matter

No subject matter listed

Top Data Types

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Top Label Types

Classification

Freelancer Overview

I am a mechanical engineer with a strong background in AI model training, data collection, and large-scale data processing, especially in predictive trading and logistics automation. My experience includes building end-to-end AI trading systems by collecting and labeling financial data from cryptocurrency exchanges, as well as developing an AI agent to standardize and extract information from import/export documents for automated customs declarations. I am skilled in prompt engineering, data annotation, and document parsing, with domain expertise in both technical and financial sectors. My cross-disciplinary knowledge in mechanical engineering, IT, and logistics, combined with advanced English and native Vietnamese, enables me to contribute effectively to projects involving AI training data, data labeling, and automation of complex business processes.

IntermediateEnglish

Labeling Experience

Predictive AI Model Training

OtherTextClassification
In this ongoing project, I collected and processed large-scale time-series data from multiple cryptocurrency exchanges (e.g., price, volume, order book). Performed data cleaning, labeling of price movement patterns (up/down/trend classification), anomaly detection, and validation for training predictive models (hybrid CNN-LSTM). Ensured high accuracy through manual checks and quality control on thousands of data points to improve short-term forecasting performance.

In this ongoing project, I collected and processed large-scale time-series data from multiple cryptocurrency exchanges (e.g., price, volume, order book). Performed data cleaning, labeling of price movement patterns (up/down/trend classification), anomaly detection, and validation for training predictive models (hybrid CNN-LSTM). Ensured high accuracy through manual checks and quality control on thousands of data points to improve short-term forecasting performance.

2024 - 2025

Education

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Hanoi University of Science and Technology (Đại học Bách Khoa Hà Nội)

Bachelor of Science, Mechanical Engineering Pedagogy with a Focus on Power Machinery

Bachelor of Science
2012 - 2018

Work History

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N/A

Logistics Automation Project Manager

Hanoi
2022 - Present
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International Logistics Specialist

Hanoi
2018 - 2022