V

Vi Tran

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Ho Chi Minh, Vietnam
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Résumé

Jobs verified_user 0% verified
  • G
    Data Engineer
    GAION Co. Ltd
    Sep 2024 - Current (2 years 2 months)
    • Developed and deployed a high-performance data streaming pipeline for real-time anomaly detection in Korea's banking sector. • Designed a scalable pipeline using Redpanda (Kafka) to aggregate and process logs from multiple sources. • Enabled efficient storage, indexing, and visualization of data in OpenSearch, improving monitoring and alerting. • Integrated Logstash and Splunk for enhanced log processing and analysis.
  • Consensys
    Data Engineer - Freelance
    Consensys
    Apr 2024 - Sep 2024 (6 months)
    • Building an end-to-end data pipeline and ETL system for scraping and processing product information, ratings, and reviews from major e-commerce platforms, including Amazon, Tokopedia, Taobao, JD.com, and Shopee. Leveraged Talend and dbt for data modeling and transformation, ensuring efficient ingestion, transformation, and integration into a centralized repository. • Built robust ETL workflows using Apache Airflow to automate and streamline data processing tasks, optimizing reliability and scalability across the pipeline. • Integrated processed data into Snowflake, ensuring optimal storage, retrieval performance, and data consistency for downstream a
  • O
    Data Engineer Analytics
    Opus Match
    Apr 2022 - May 2024 (2 years 2 months)
    • Led the design and deployment of a recommendation system that analyzed candidate behaviors to deliver real-time, personalized job matches and suggestions, enhancing user engagement and job relevance. • Optimized Large Language Models (LLMs) tailored for healthcare-specific tasks, including resume parsing and conversational AI, streamlining feature engineering for various machine learning models. • Collaborated closely with front-end engineers to build an ETL pipeline that captured user behavior data across web and mobile, powering a personalized recommendation engine. • Developed and visualized SEO performance reports with BI tools such as AWS QuickSight and Apache Superset, providing actionable insights for content optimization. • A
  • Kyanon Digital
    Machine Learning Engineer
    Kyanon Digital
    Nov 2021 - Apr 2022 (6 months)
    • Developed robust web scraping solutions using BeautifulSoup and Selenium for efficient data collection. • Implemented asynchronous task distribution systems using Celery and RabbitMQ to optimize processing workflows. • Developed a Face Recognition system: ∗ Designed and implemented workflows for data collection, sampling, model training, and evaluation. ∗ Created an intuitive user interface using Streamlit for system interaction and result visualization.
Education verified_user 0% verified
  • University of Information Technology
    Bachelor of Science
    University of Information Technology
    Sep 2018 - Feb 2022 (3 years 6 months)
Projects (professional or personal) verified_user 0% verified
  • D
    Denoising Diffusion Models for Medical Images
    Jan 2024 - May 2024 (5 months)
    • Developed a generative model capable of synthesizing a large number of radiographical image/label pairs for medical imaging applications. • Proposed and implemented a novel multi-branch model based on the Denoising Diffusion Probabilistic Model (DDPM), incorporating optimizations to enhance performance and efficiency.
  • E
    ETL Template
    Aug 2023 - Dec 2023 (5 months)
    • Designed and implemented a comprehensive ETL template utilizing Dagster, dbt, and Apache Superset to create a robust data pipeline and analytics platform.