Trần Vĩ
@trnv
Data Scientist with expertise in machine learning and data engineering.
What I'm looking for
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
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.
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.
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.
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
University of Information Technology
Bachelor of Science, Computer Science
2018 - 2022
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Website
vincent-is-me.vercel.appJob categories
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