TRAN MINH QUAN

Data Science

**/**/****

Male

038*******

ad3rhe@r.postjobfree.com

m

Ho Chi Minh City

https://www.linkedin.com/in/tran-

minh-quan-54b810281/

OBJECTIVE

To start my career in a reputed organization, where I can apply my knowledge and skills gained during my academic studies and internships. As a fresher in the field of data career, I am eager to learn and grow, and I am looking for an opportunity to work with experienced professionals to further develop my analytical capabilities.

I aim to contribute to the organization's success by utilizing my strong foundation in data analysis techniques, problem-solving skills, and ability to derive meaningful insights from complex datasets.

I am passionate about leveraging data-driven insights to drive business decisions and contribute to the overall growth and success of the organization. EDUCATION

2018 - 2023

UNIVERSITY OF INFORMATION TECHNOLOGY DATA SCIENCE GPA: 7.5/10

PAPER

• Title: Building a distributed real-time people-counting system on AWS and Confluent Cloud

• Senimar: VNICT2023

• ID: 7597

• Release date: 05/10/2023

• Link Senimar: https://vnict.vn/program-chuong-trinh.html

• Link Paper:

https://drive.google.com/file/d/1-ZGJZJuXOd8LNAeC1D0xLnQFvXtepATy/view? usp=sharing

WORK EXPERIENCE

6/2022 - 9/2022

REPUTYZE ASIA Data Engineer Intern

-A member of the e-commerce team, in charge of collecting data on commercial products, processing data and ensuring that the output data is consistent with customer requirements, the exchanges that regularly work are Tiki, Shopee, Sendo.

-Design a model to serve the needs of the data team, the tasks received: emotional classification, gender classification based on name, seeding comment detection.

-Common frameworks: selenium, tensorflow, pandas.

-Link: https://reputyze.asia/

3/2023 - 6/2023

UNINCORPORATED COMPANY Data Scientist Fresher

-Company in the financial sector, specializing in making bots to trade stock contracts. In the company, I work with the data of the VN30 contract and the Base contract.

-My main job in the company is in charge of building a pipeline from raw data, calculating and visualizing data using dash, operating and ensuring data consistency in the system.

-Keywork Technology: Dash, Airflow, ETL, Pipeline

-Database: Kafka, MongoDB,, Redis, Pickle

7/2023 - 9/2023

SOCIALYZE ASIA Data Scientist Fresher

-A member of the data engineer team, in charge of collecting data on commercial products, social networking platform, news platform, processing data and ensuring that the output data is consistent with customer requirements, the exchanges that regularly work are Facebook, F319, F247, Voz, ...

-Design a model machine learning, deep learning to serve the needs of the data team, the tasks received: emotional classification (PhoBert).

-System monitoring, dataset, database quality control by python and System UI.

-Keywork: selenium, bs4, tensorflow, sklearn, pandas.

-Link: https://socialyze.asia/

11/2023 - present

TECHVSI Data Engineer Fresher

-Work directly with partner (Section company) in Singapore. Participate in an end to end chatbot building project.

• Input is a question.

• Processing is using ConversationRetrivalChain, creat_sql_agent, create_python_agent to run and processing in pipeline.

• Output is data from the database and chart.

• After that, deploy on Azure with streamlit.

• The technology used is OpenAI, Langchain, Azure, Streamlit.

-Keywork: OpenAI, Langchain, Azure, Streamlit, Llm model.

-Link: https://techvsi.com/vi

https://wearesection.com/

ACTIVITIES

2019 - Present

QUANG TRI ADMISSION CONSULTANT Human Resources

- Main responsibilities: Manage the people of the organization, Planning to recruit necessary positions, Training and developing personnel, Set out the necessary rulesfor all personnel in the program, Take care of the thoughts andfeelings for the participants in theorganization.

-Term 2021-2022: Deputy program organizing committee

• Link page: https://www.facebook.com/tuvantuyensinhqt/

• Link web: https://hocgi.vn/

8/2021 - 11/2021

NẮNG Editor Full-Time

- Make a video script based on the video source from the streamer.

- In charge of making main videos of 3 platforms facebook, youtube and tiktok.

• Link page: https://www.facebook.com/nawngs98/

• Link youtube: https://www.youtube.com/@nawngsdth MY PROJECTS AT SCHOOL

- Machine learning project: Building a dataset that classifies fake comments on ecommerce sites. GPA: 9.5/10

- Machine learning project: Predicting old laptop price, from a dataset collected from FPT website https://fptshop.com.vn/may-doitra/may-tinh-xach-tay-cu-gia-re) then preprocess the data and visualize it on the dataset, run machine learning algorithms and choose the best algorithm for the problem. GPA: 9.5/10

- Image processing project: Object detection for Fruits, Vegetables and Flowers. Get data from kaggle (https://www.kaggle.com/datasets/kritkseth/ fruit-and-vegetable- image-recognition ). Using Deeplearning models such as AlexNet, VGG16, VGG19, ResNet50, GoogleNet, Faster R-CNN. Parameter tuning in the deep learning algorithm to solve the problem of overfitting the model for the problem. Adjust the resolution of the input image, run deep learning models against the dataset and choose the best fit model. Analyze the results achieved and give directions for development. GPA: 7/10. Link report: https://drive.google.com/file/d/1N1L9id7hy59piFAgLLYJHjsfqYNGZFxs/view

-Analysis of feelings about offensive comments on social networks : Get data from the paper's data (https://arxiv.org/abs/2103.11528 ). Data preprocessing, analysis and visualization. Run machine learning models, deep learning models, pre-train model models into datasets. Analyze the results achieved and give directions for development. GPA: 8.5/10.

-Experimental analysis and design: Analyze the influence of data preprocessing methods on the accuracy of the model. GPA: 8/10

Link report: https://drive.google.com/file/d/1e5-

XoQpQ1z2F_e4AVK0pIIN155MaUynh/view

-Project Natural Language Processing: YouTube Video Classification based on Title, Crawl data from Youtube (https://www.youtube.com/) Preprocessing, Analysis and visualization data. Run machine learning models, deep learning models, pretrain model models to datasets. Deploy model on web. GPA: 9.0/10. Link report: https://docs.google.com/document/d/1fXIyP81D4F6Ton0hOd7bJCl9jUaMK- Oi/edit?usp=sharing&;

-Project Social Listening: Analysis of La Roche Posay brand health on 2 e-commerce platforms Shopee and Tiki. Collect data of all products under the La Roche Posay brand, then collect all user comments on each product, and from that data generate visual charts and analysis brand health. GPA: Project is in progress. GPA: 9/10 Link report: https://drive.google.com/file/d/1dYcdU- vdG31wrQeqBbZ2VQqqQChEmNGz/view

vdG31wrQeqBbZ2VQqqQChEmNGz/view

-Specialized projects: Build a website that classifies videos based on titles collected from Youtube. GPA: 8.5/10

Link report:

https://drive.google.com/file/d/14PoS6tAn9bx5q5SWh_xO0weebumbqVBO/view

-Project image detection: Building a real-time people-counting system on AWS and Confluent Cloud. My task is to customize the yolov5 and yolov7 models to suit the requirements of the group. GPA: 9.5/10

Link report: https://drive.google.com/file/d/1ZJ5Yh3XpuB0PRg- nee1aKJVnwwEHvvdp/view?usp=sharing

Link git:

+ Yolov5: https://drive.google.com/drive/folders/1jq_-iHvm9-FBngicfxIbwjIxx9-azjHa

+ Yolov7:

https://drive.google.com/drive/folders/1bIxj_SHiDsKsom0X9UcQJ0wckdupUr87

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