Machine Learning Information Technology

PHAM HOAI NHAN

Ho Chi Minh City

090******* ad5vlp@r.postjobfree.com

Ho Chi Minh City University of Education - Bachelor of Information Technology 2021 - now GONSA - DATA PROCESSING 11/2023 - Now

Connect Pharm - MOBILE DEVELOPER INTERN 7/2023 - 10/2023 CONSTRUCTING MODEL FOR ENTITY EXTRACTION FROM SPECIFICATION DOCUMENTS OF THE DATABASE - Researcher

10/2023 - 4/2024

DIAGNOSIS OF SKIN LESIONS BASED ON GRAPH SEGMENTATION ALGORITHM - Researcher

10/2022 - 4/2023

Machine Learning Specialization 2024

Basic Informatics Certificate 2022

Consolation prize in the research competition at the Falcuty of Information Technology 2024 3rd prize in the research competition at the Falcuty of Information Technology 2023 Students With Five Good Merits 2023

Achieved remarkable results in the entrance examination for IT major at HCMUE. 2021 TECHNICAL SKILLS Programming Languages:

- Python: Advanced proficiency in Python for various applications in machine learning, deep learning, computer vision, and natural language processing. Machine Learning & Data Science Tools:

- Pandas & Numpy: Skilled in using Pandas and Numpy for data manipulation and numerical computing.

- Scikit-learn: Proficient in employing Scikit-learn for implementing machine learning algorithms.

- TensorFlow & PyTorch: Experienced in using TensorFlow and PyTorch for building and training advanced deep learning models.

Database Management:

- SQL: Experienced in using SQL for complex data queries, trigger, store procedure and database management.

- SQL Server & MySQL: Skilled in both SQL Server and MySQL for robust database solutions and efficient data handling.

Software & Version Control:

- Git: Competent in using Git for version control and collaboration in software development projects. LANGUAGE Good level in communication as well as reading document in English TEAMWORK Collaborate effectively with team members. EDUCATION

Specialization: Computer Science

GPA: 3.55/4

EXPERIENCE

Automated medical data extraction using Selenium and BeautifulSoup4 in Python. Developed scripts to process image data, extract key information, and convert it to structured storage files. Employed Pandas to process and integrate Excel data into databases, optimizing workflows and enhancing data integrity. Managing and optimizing Flutter-based mobile e-commerce platform, ensuring performance Implemented UI screens from Figma designs, enhancing user experience across home, product list, and details. Conducted API testing with Postman, managed Git for source control, and administered MySQL database for backend support. PROJECTS

Researched and summarized academic papers on entity-relation extraction using rule-based and ML approaches. Developed custom datasets and fine-tuned NLP techniques for model accuracy. Designed and implemented a complete pipeline for entity-relation extraction, integrating text preprocessing and output as diagrams. Techstatcks: Python, Pandas, PyTorch, Data Processing, Data Visualization, Transformer, Relation Extract. Enhanced quality and accuracy of dermatological image data through preprocessing for ML models. Specialized in CNN architectures like ResNet50, AlexNet, and VGG-16, optimizing parameters for diagnostic performance. Conducted comparative analysis of CNN models for skin disease classification, prioritizing precision and reliability. Techstacks: Python, Tensorflow, DeepLearning, CNN model. CERTIFICATIONS

HONORS & AWARDS

SKILLS

https://www.linkedin.com/in/phamhoainhan312/

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