Data Engineer - AI & ML Enthusiast

NGUYỄN KIỀU MAI

DATA ENGINEER

+84-86-555-**** *************.********@*****.*** Linh Tây, Thủ Đức, TP HCM CAREER GOAL

To leverage my skills and experience in a challenging Data Engineer role where I can contribute to the development of innovative data-driven solutions.

EDUCATION

FPT University - Ho Chi Minh City, Vietnam 2020 - 2024 BACHELOR OF SCIENCE IN ARTIFICIAL INTELLIGENCE

• GPA: 3.2/4.0

• Awards:

Excellent Student Award (Fall 2023)

Honorable Student Award (Fall 2021, Spring 2024) WORK EXPERIENCE

FPT Software - Ho Chi Minh City, Vietnam 05/2023 - 08/2023 DATA ENGINEER INTERN

• Performed Exploratory Data Analysis (EDA) on various datasets

• Utilized MLflow for experiment tracking and SHAP for model interpretability

• Constructed and fine-tuned AI models to derive valuable insights from the data

• Worked on search engine and recommendation system projects MCGAAW - Ho Chi Minh City, Vietnam 06/2024 - 04/2025 DATA ENGINEER

• Process and convert car data into the standard format of each car company.

• Analyze customer trends about each product, classify customer reviews and provide advice for product development

• Build and train AI models to predict down trend or up trend of products PROJECTS

FPT University - Ho Chi Minh City, Vietnam 01/2023 - 04/2023 TEXT SUMMARIZATION

• Developed a deep learning model for text summarization using encoderdecoder and sequence-to-sequence architectures (RNN, LSTM, Seq2seq, T5)

• Project link: https://github.com/kieumainguyen/Aip_text-summarization FPT University - Ho Chi Minh City, Vietnam 09/2023 - 12/2023 TRAFFIC SIGN DETECTION

• Built a RetinaNet-based model for traffic sign detection to enhance the safety of self-driving cars

• Project link: https://github.com/kieumainguyen/Traffic-Sign-Detection-withRetinaNet SKILL

• Programming Languages: Python, SQL

• Libraries/Frameworks: NumPy, Pandas, Matplotlib, Scikit-learn

• Tools: MLflow, SHAP, Power BI

• Coursework: Data Structures and Algorithms, Database Systems, Big Data

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