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Basics
Name | Tai D. Vu |
Label | Senior Data Scientist |
me@taivu.dev | |
Phone | (+84)797-997-992 |
Url | https://taivu.dev |
Summary | A Vietnamese man who has a deep affection for nature, a fascination with technology, and an insatiable curiosity. |
Work
- 2020.09 - now
Lead Data Scientist
MobiFone, Vietnam
My role involves guiding and empowering the team to meet and exceed key performance indicators, ensuring data quality, and implementing effective strategies for data analysis. Together, we work to drive informed decision-making, improve processes, and deliver impactful results through data-driven solutions, all while fostering a culture of collaboration and innovation within the team
- Develop and implement machine learning algorithms used to suggest data packages for users
- Work with large-scale data sets, utilizing distributed computing platforms such as Apache Spark
- Utilize deep learning framework Pytorch for internal projects
- Optimize sending daily SMS to the candidate user list by redesigning process flow and operating on distributed systems
- Maintain and manage on-premise and cloud servers
- Collaborate with cross-functional teams to identify and solve complex problems in a fast-paced environment
- 2019.09 - 2020.09
Senior Data Scientist
VinCSS (Subsidiary of Vingroup), Vietnam
My responsibilities include leveraging cutting-edge data analysis techniques and machine learning to identify threats, vulnerabilities, and patterns within the ever-evolving landscape of online security. I work closely with cross-functional teams to develop predictive models, detect anomalies, and strengthen the company's defense mechanisms
- Designed and developed database system from zero
- Developed services for collecting information in many sources such as internal data, social networks, news, forums, etc.
- Collaborated with Blue and Red team to analyze and identify the security threats of customer
- 2016.09 - 2019.09
Data Scientist
Zalo, Vietnam
Worked on data-product team responsible for providing business reports, analyzing generated data to make valuable insights
- Built data pipelines for monitoring and evaluating the efficiency of Zalo features
- Utilized deep learning framework of Theano for image classification
- Conducted advanced analysis using models in machine learning
Education
-
2012 - 2016
Awards
- 2022
MobiFone Innovation Award
MobiFone
Propose and establish a process for enhancing customer care personalization
- 2022
Skills
Programming language | |
Python, SQL, C++ |
Languages
Vietnamese | |
Native speaker |
English | |
Fluent |
Interests
Hobbies | |
run | |
read books | |
Cultivate and nurture trees |