TUAN TRAN DUC

MACHINE LEARNING ENGINEER

Binh Tan, Vietnam +08-344-***-*** adzlrr@r.postjobfree.com

EDUCATION SUMMARY

MASTER IN COMPUTER SCIENCE

Ho Chi Minh City University of

Technology

*/****

BACHELOR IN COMPUTER SCIENCE

Ho Chi Minh City University of

Technology

7/2017

Machine learning engineer with a deep understanding and strong computer science and machine learning background. Innovation and creativity for new Ideas in working and conducting research. Experienced in various projects in web development and machine learning. Proficient with machine learning technologies such as PyTorch, TensorFlow, etc.

EXPERIENCE

MACHINE LEARNING ENGINEER (REMOTE)

CYINT Technology - Las Vegas, Nevada. 8/2022 – 7/2023

• Planned and designed tasks for the machine learning engineering team involving various problems and technologies increasing at least 10% performance

• Developed diffusion model which included 3 sub deep learning models to generate images from a text and an original image with many configurations using PyTorch

• Built optical character recognition tool which has around 95% accurate

• Performed image pre-processing with large datasets over 5 gigabytes

• Research latest technologies to solve computer vision problems SOFTWARE ENGINEER

NFQ Asia – Ho Chi Minh 7/2021 – 7/2022

• Worked with a team of 8+ members to design and build both front-end and back-end functionality

• Wrote 200+ unit tests to verify the functionality of back-end processing and relational database interactions with over 90 per cent code coverage

• Deployed and maintained 2 websites on AWS Cloud Platform using EC2 instance and S3 bucket

• Designed and developed REST API systems for websites using PHP

• Built databases and table structures following architecture methodology for web applications

SOFT SKILLS

TEAMWORK

PATIENT

LEADERSHIP

COLLABORATION

SOFTWARE SCRUM

THINKING STRATEGICALLY

SKILLS

Statistics

Linear algebra

Cloud computing

Git

Unit Testing

PUBLICATIONS

• Security Analysis of Administrative Role-Based Access Control Policies with Contextual Information - Future Data and Security Engineering. FDSE 2017

• Enhanced analysis of authorization policies with contextual information - 13th SEATUC 2019

CERTIFICATES

• Online course DeepLearning.AI through Coursera including: Improving deep neural networks: hyperparameter tuning regularization, and optimization, Structuring machine learning projects, Convolutional neural networks, Sequence Models

• Online course Machine Learning through Coursera

• Online course Preparing for Google Cloud Certification: Machine Learning Engineer Professional Certificate through Coursera

Python