Team Leader Machine Learning

Phạm Trần Anh Tiên

A fresher AI engineer having good knowledge of machine learning and deep learning algorithms, desiring to apply the skills to practical programming work, strive and work hard to gain experience. I am eager to be challenged to grow and further improve my IT skills and widen my knowledge in this rapid changing field. *************@*****.***

Education

2020 - 2024

University of Information Technology - Vietnam

National University

Third year - Computer Science

Projects

Machine Learning Project:

Detect disease on durian leaf

- Github: https://github.com/ptatien0307/detect_disease_on_durian_leaf

- Team size: 3

- Description: The main objective of this project is to train models to detect 2 kinds of disease on durian leaves: leaf blight and leaf spot. The dataset for this project was collected in a member's orchard. The dataset was augmented using Roboflow.

- Technology: YOLOv4, YOLOv5 and Faster-RCNN

- Role: Working as a team leader. I am responsible for training YOLOv4 and Faster-RCNN Multimedia Information Retrieval Project:

Image retrieval

January 2023 - February 2023

- Github: https://github.com/ptatien0307/simple_image_retrieval

- Team size: 4

- Description: This project's goal is to build and evaluate different kinds of methods for image retrieval. The dataset used for this project is a small part which was extracted from GLR21 (Google Landmark Recognition 2021). The project uses different approaches to extract features for an image: a siamese network using pretrained VGG16 and ResNet50, pretrained DELF (Deep Local Features) model, BoVW (Bag of visual word), HOG (Histogram of oriented gradients). All the extracted features are indexed using faiss.

- Technology: Siamese network, DELF (Deep Local Features), BoVW (Bag of visual words), HOG (Histogram of oriented gradients), faiss (a library developed by Facebook for indexing and similarity search)

- Role: working as a team leader. I am in charge of training siamese network, BoVW and writing files for indexing.

Mobile App Project:

RentHouse

November 2022 - February 2023

- Github: https://github.com/ptatien0307/CS526.N11.KHCL/tree/main/DoAn/RentHouse

- Team size: 4

- Descripion: The project is an app to manage motels. The app supports CRUD for room information (including: rental fee, bill history, lodger's information), new room for motel, bill for a specific room. The database of the app is stored

- Technology: Javascript, React Native and SQLite

- Role: working as a team leader. I am responsible for coding UI for room, bills and member information

(including UI for CRUD).

Skills

Programming

Python

Javascript

C++

HTML, CSS

Softskill

Public speaking

Team working

Critical thinking

Language

Native

English

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