Duc. Nguyen
+ 5-year experience in product & data field
+ Machine Learning/Deep Learning/Natural Language Processing
+ Python/R/SQL/Javascript
+ Qlik Sense/Tableau/PowerBI/Metabase
Product Manager, Data Science
City, TW
[email protected]
Work Experience
Taipei Medical University, 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
GoJek , Product Manager, Apr 2019 ~ Aug 2019
✓ 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
TTEK Inc., Sr. Business Intelligence Developer, Jun 2018 ~ Apr 2019
✓ 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
Lazada, Business Intelligence Analyst, Apr 2017 ~ May 2018
✓ 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
VNG, Product Analyst, Jun 2015 ~ Mar 2017
✓ 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
Taipei Medical University, Master of Science (MS), Data Science, 2019 ~ 2021
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Ho Chi Minh University of Technology, Bachelor of Arts (BA), Management Information System , 2012 ~ 2017
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