Data Science Information Technology

Đỗ Vũ Gia Cần

AI Engineering

About me

I am a Computer Science graduate. During

my university years, I learned how to ma-

nipulate and process data, as well as build

Machine Learning models. I am a proactive

learner, constantly seeking opportunities to

improve my skills, and committed to deliv-

ering high-quality work on time. I am open-

minded to opportunities where I can leverage

my skills and passion for contributing to or-

ganizational growth.

Contact

Birthday: 12/07/2001

**********@*****.***

+84-834******

702 HaNoi Highway

District 9, Thu Duc City

dvgiacan14

Languages

Vietnamese - Native Language

English - Basic Knowledge

Programming Skills

• Programming: Python, C/C++, PHP

• AI/ML: Numpy, Pandas, Scikit-learn,

Pytorch, OpenCV toolkits

• Big Data: Hadoop, Spark

• Database: SQL, NoSQL

• Tool: Power BI

• Others: OOP, Data Structure & Algo-

rithm, Latex

EDUCATION

Sep 2019 -

Feb 2023

University of Information Technology (UIT)

VNU-HCM, VietNam

Bachelor of Computer Science

GPA: 8.2

WORK EXPERIENCE

2020-Today Evolutionary Learning and Optimization Research Group at UIT

• Computer Science: Machine Learning, Deep Learning, Reinforcement Learning, Evolutionary Algorithms.

• Topic: Reinforcement Learning for Automated Traffic Signal Control, Electric Vehicle Routing

GRADUATION THESIS

March 2022

- Jan 2023

Deep Reinforcement Learning for Traffic Signal

Control Problem

at UIT

Description: This is a research project that I did while working at the ELO research group. This topic studies how to use Reinforcement learning algorithms to propose a more effective solution for solving traffic congestion problems at intersections.

Instructor: Dr. Hoang Ngoc Luong

Github: https://github.com/dovugiacan14/Graduation-Thesis

PROJECTS

Jan 2022 -

June 2022

BATCH DATA PIPELINE FOR VISUALIZING

AND FORECASTING AIR POLLUTION

at UIT

Description: Build some models to support forecasting the air quality in the future based on current data and historical data.

Language: Python, Pyspark, Power Bi, Scikit-Learn, Keras Github: https://github.com/dovugiacan14/BigData

Jan 2021 -

June 2021

AUTOMATION STOCK TRADING

at UIT

Description: Building an automatic Trading Forex AI Bot based on Reinforcement learning skills.

Language: Python, Pytorch

Github: https://github.com/dovugiacan14/Reinforcement- Learning-for-Trading-Stock-

CERTIFICATES

• Tools for Data Science (Coursera, 2023)

• Introduction to Data Science in Python (Coursera, 2023) English

Certificates

• 655 TOEIC Reading & Listening (IIG, 2021)

• 250 TOEIC Speaking & Writing (IIG, 2022)

University • UIT Student of 5 merits (2019/2020 & 2020/2021)

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