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Duc, Nguyen
A.I Reseacher
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Duc, Nguyen

A.I Reseacher
+ 5-year experience in product & data field + Machine Learning/Deep Learning/Natural Language Processing + Python/R/SQL/Javascript + Qlik Sense/Tableau/PowerBI/Metabase
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Taipei Medical University
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Taipei Medical University
Taipei, Taiwan

Professional Background

  • Current status
  • Profession
    Data Scientist
  • Fields
  • Work experience
    4-6 years (4-6 years relevant)
  • Management
  • Skills
    Machine Learning
    Deep Learning
    Tensorfolw
    PyTorch
    Python
    Natural Language Processing
    SQL
    Tableu
    Qlik Sense
    Google BigQuery
  • Languages
    English
    Professional
  • Highest level of education
    Master

Job search preferences

  • Desired job type
    Full-time
    Interested in working remotely
  • Desired positions
    Algorithm Engineer/ Data Scientist/ Sr. Project Management
  • Desired work locations
    Taipei, Taiwan
  • Freelance

Work Experience

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A.I Reseacher

Aug 2019 - Present
✓ A member of Natural Language Processing Lab ✓ Applying new state-of-the-art models such as ELMO, BERT, RoBERTa to get better accuracy or f1-score on public datasets ✓ Developing a system architecture of Big Data Healthcare Mangament (BDHM) ✓ Creating a model to predict heart disease probability in real time
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Product Manager

Apr 2019 - Aug 2019
5 mos
✓ GoViet is Vietnam transportation, food delivery and e-payment app ✓ Built 6-month road map for GoViet ✓ Deployed 4 new features of GoFood which increased completed orders by 10% ✓ Deployed homepage shuffle cards => triple average homepage's duration time ✓ Manage GoViet's app release
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Sr. Business Intelligence Developer

Jun 2018 - Apr 2019
11 mos
✓ TTEK provides solutions for customs and border processing ✓ Deployed fraud model (QlikSense) for Trinidad’s Customs ✓ Identified more than 1000 tons of goods with wrong code to evade taxation in Laos ✓ Optimized ​Natural Processing Language ​ by applying Python code on GPU ✓ Tracked down revenue leaked of Saudi Arabia ✓ Built ​“Business Intelligence and Analysis” (Metabase) micro-service to integrate with Invisible Customs System
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Business Intelligence Analyst

Apr 2017 - May 2018
1 yr 2 mos
✓ Lazada is top 3 e-commerce platform in Vietnam and South East Asia ✓ Used QlikSense/Data Studio to visualize & analyze seller performance ✓ Promoted steps for sellers to follow to get their first order ✓ Remapped automatically for 90% sellers by using Google Maps API ✓ Calculated default dimension for each category => reduce 37% overcharge fee ✓ Created dashboards for tracking KPI of departments ✓ Helped other teams automate reports

Product Analyst

Jun 2015 - Mar 2017
1 yr 10 mos
✓ Defined gameplay, features and loot box in game ✓ Created in-game events ✓ Monitored game performance ✓ Cooperated with technical team to create out-game events ✓ Run test cases for new versions before launch

Education

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Master of Science (MS)
Data Science
2019 - 2021
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Bachelor of Arts (BA)
Management Information System
2012 - 2017