Data Engineer Intern

KHANH PHAM

Ho Chi Minh City P: +84-944-***-*** Email: ************@*****.***

Github: https://github.com/khanhphamj

OBJECTIVE

Dedicated AI Engineer with expertise in scalable AI systems, machine learning, and large-scale data sets. Skilled in leveraging large language models (LLM) and deep learning to enhance business operations and efficiency. Passionate about utilizing advanced AI to solve complex problems. Aiming to apply strong analytical skills and technical knowledge to develop robust AI solutions and drive data-driven success. WORK EXPERIENCE

PROMETE.AI

A startup specializing in innovative artificial intelligence solutions. Remote Data Engineer Intern September 2023 – March 2024

Actively participated in the development and implementation of critical database and API components for a fintech chatbot project focused on stock market functionalities. Collaborated with cross-functional teams to deploy robust data management solutions that adhered to industry best practices in data integrity and system architecture. Contributed to the project which was aligned with strategic business requirements, enhancing system efficiency and user interaction with real-time stock trading features.

Key Achievements:

● Database Development (30%): Assisted in the design and implementation of comprehensive Entity-Relationship Diagrams (ERD), helped develop database schemas and relationships using SQLModel, and supported the management of PostgreSQL data storage solutions to ensure data integrity.

● Data Pipeline Construction (30%): Aided in formulating and executing data acquisition strategies through APIs, improving data quality through advanced preprocessing, and integrating data sets into PostgreSQL databases aligned with business needs.

● API Design and Implementation (40%): Supported the engineering and maintenance of robust API solutions, including CRUD operations, contributing to the system architecture that facilitates scalable interactions and enhances backend development.

SKILLS

Languages: Python(Pandas, NumPy, Scikit-learn), SQL( Microsoft SQL Server, SQLite, MySQL) Visualization: Tableau, Power BI (Visualization, Dashboard Design), Python( Matplotlib, Seaborn, Plotly) Others: Machine Learning (TensorFlow, Keras, SciPy, PyTorch), LLM Tools: Power BI, Tableau, Pycharm, Ubuntu, Git, Docker EDUCATION

Data Science, University of Economics Ho Chi Minh City (UEH) 2021 - March 2025

● Relevant Coursework: Data Mining, Data Analysis Programming, Artificial Intelligence, Data Visualization, Mathematical Statistics, Natural Language Processing, Machine Learning.

● GPA: 3.42/4.0

● TOIEC: 550 - Proficient in reading and writing

PERSONAL PROJECTS

SMS SPAM DETECTION

● Developed a sophisticated SMS spam detection system using Long Short-Term Memory (LSTM) networks, achieving a high accuracy rate of 95%. This model was meticulously trained and validated on a rich dataset from the UCI Machine Learning Repository. The project involved extensive preprocessing of text data, feature engineering, and precise tuning of the LSTM network to differentiate between spam and legitimate messages effectively.

● Project code: https://github.com/khanhphamj/NLP_Spam_Detection TEXT SUMMARIZER

● Designed and developed an English text summarization application, utilizing state-of-the-art language models (LLMs) from the Hugging Face Transformers library. Integrated user management through a MySQL database, ensuring data security and efficient user data handling. The application was containerized using Docker, enhancing portability and scalability.

● https://github.com/khanhphamj/Text-Summarizer

PROFESSIONAL CERTIFICATE

IBM

● IBM Data Analyst Specialization January 2024

● IBM Data Science Specialization July 2023

University of California, Davis

● Learn SQL Basics for Data Science April 2023

● Data Visualization with Tableau February 2023

DeepLearning.AI

● Neural Networks and Deep Learning June 2024

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