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Trần VĩTV
Open to opportunities

Trần

@trnv

Data Scientist with expertise in machine learning and data engineering.

Vietnam
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What I'm looking for

I am seeking a role that allows me to innovate and grow in data science, focusing on impactful projects in a collaborative environment.

I am a dedicated Data Scientist with a strong background in machine learning and data engineering. My journey began with a Bachelor of Science in Computer Science from the University of Information Technology, where I developed a solid foundation in data analysis and algorithm design. Currently, I am working at GAION Co. Ltd, where I built a self-supervised learning model to detect anomalous events in real-time within Korea’s banking sector, showcasing my ability to apply advanced data science techniques to solve real-world problems.

Throughout my career, I have had the opportunity to work on diverse projects that have honed my skills in data streaming, deep learning, and recommendation systems. At Opus Match, I spearheaded the development of a core recommendation system that analyzes candidate behaviors, providing personalized job matches. My experience also includes engineering end-to-end data systems for e-commerce platforms and fine-tuning large language models for healthcare applications. I am passionate about leveraging data to drive insights and improve decision-making processes.

Experience

Work history, roles, and key accomplishments

GL
Current

Data Scientist

GAION Co. Ltd

Sep 2023 - Present (2 years 10 months)

Built and deployed a self-supervised learning model for real-time anomaly detection in Korea's banking sector. Developed a high-performance data streaming pipeline using Redpanda to aggregate logs for storage and visualization in OpenSearch.

CO

Data Scientist - Freelancer

Consensys

Apr 2023 - Aug 2023 (4 months)

Engineered an end-to-end data system for scraping products and reviews from major e-commerce platforms. Designed deep learning models for automated product tagging and sentiment analysis.

OM

Data Scientist

Opus Match

Apr 2022 - May 2023 (1 year 1 month)

Developed a recommendation system analyzing candidate behaviors for personalized job matches. Fine-tuned LLMs for healthcare tasks and collaborated on an ETL pipeline for user behavior tracking.

KD

Machine Learning Engineer

Kyanon Digital

Nov 2021 - Apr 2022 (5 months)

Developed web scraping solutions and asynchronous task distribution systems. Created a Face Recognition system with workflows for data collection and an intuitive user interface.

Education

Degrees, certifications, and relevant coursework

UT

University of Information Technology

Bachelor of Science, Computer Science

2018 - 2022

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