Machine Learning Artificial Intelligence

TRAN ANH DUNG

SUMMARY

Artificial Intelligence Engineer with a strong foundation in Machine Learning and Deep Learning, experienced in building and deploying machine learning models from data preprocessing to model training and evaluation. Proficient in Python and familiar with key libraries such as TensorFlow, PyTorch, and Scikit-learn, with regular use of Google Colaboratory for model development and testing. Skilled in using GitHub for version control and effective team collaboration. Capable of reading and understanding international research papers and applying theoretical knowledge to real-world problems. Passionate about leveraging AI to solve practical challenges efficiently, particularly in the fields of Computer Vision and Natural Language Processing (NLP). WORKING EXPERIENCE

Planned and developed content for technology courses at the center in collaboration with instructors and teaching assistants to ensure lesson quality. Built an internal CRM tool using Python and Google Sheets to automate classroom activity tracking, including attendance, performance statistics, and weekly reporting. Developed a feedback monitoring system that automatically sends reminder emails to teachers who have not submitted post-class evaluations. Streamlined administrative tasks for teaching assistants, reducing daily processing time from approximately 60 minutes to 10–15 minutes.

Utilized GitHub for source code management, ensuring maintainability and flexibility of automation tools.

Process Development & Teaching Support Intern at Algorithmics July 2022 - December 2022 Programming Teacher at Algorithmics

Taught programming courses (Python, Scratch, and algorithmic thinking) to students from elementary to high school levels, following the international curriculum of Algorithmics. Designed and adapted lesson plans to match each student's learning pace and ability, ensuring a solid understanding of programming fundamentals and logical thinking. Collaborated effectively with teachers, parents, and center staff to monitor student progress and support individual development.

Contributed to the development of course content and improvement of teaching methods to enhance interactive, engaging, and accessible learning experiences. Strengthened communication and classroom management skills, maintained effective time management, and fostered a positive, supportive learning environment. 200C Luong Nhu Hoc Street, Ward 11 District 5 TP. HCM • 079******* • ********.*******@*****.***

December 2022 - Present

EDUCATION

Bachelor of Information Technology, Major in Artificial Intelligence Van Lang University

Focused on predictive modeling and applied AI techniques. Graduation thesis: "Application of Artificial Neural Networks in Real Estate Price Prediction" Sep 2019 - August 2025

OTHER INFORMATION

Technical Skills: Github, Google Colab, Google API, Tensorflow, Scikit-learn, numpy, pandas Languages: English (7.0 IELTS from April - 2025)

Certifications: Skill Path Build a Machine Learning Model with Python (Codecademy), Skill Path Visualize Data with Python (2022 Version (Codecademy). Projects:

https://github.com/27stephentran/Yelb_Rating_For_Restaurant. https://github.com/27stephentran/DoAnTotNghiep.

https://github.com/27stephentran/dashboard_coms_version.

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