Data Science Information Technology

Hoa Dao Ngoc

§ daongochoa**** # daongochoa****@ ï Hoa gmail.Dao com daongochoa2002.H +84 977 9080 github.27 io Profile

As an innovative and ambitious college student pursuing a Bachelor’s Degree in Information Technology at the University of Science, I am driven by the desire to apply data science to create a positive impact and contribute to making the world a better place to live.

Skills summary

Programming Python, C++, SQL

Frameworks NumPy, Pandas, Matplotlib, Sci-kit learn, Pytorch, Tensorflow, Apache Spark. Tools Hadoop, MongoDB, Bash, Git, Tableau and PowerBI. Platform Visual Studio Code, Google Colab.

Softskills Communication, Teamwork, Solving-problems. Research

Ngoc Hoa Dao Tri Nguyen Phan, Thanh Le (2024). “Graph Convolution Transformer for Extrapolated Reasoning Task on Temporal Knowledge Graphs”. In.

Language Proficiency

English: IELTS 6.0

Work Experience

Translator, IELTS Song Ngu 2019 - 2022

– Translated English books, papers, and videos into Vietnamese, such as Cambridge English IELTS, Economist papers, and TED Ed videos.

Collaborator, Robotics & IoT HCMUS club March 2023 - Present

– I support some club activities and competitions. Collaborator, Computer Science Department April 2023 - Present

– Conducting a survey on the Temporal Knowledge Graph domain.

– Working on a dissertation focusing on Deep learning approach for Temporal Knowledge Graph. School Projects

Diabetes Management System Link to Demo

– Contributed to a team of five in developing a web application to assist diabetes patients.

– Technology: Jira, MongoDB, NodeJS, Javascript.

– Skills: Software development.

Air Pollution Analysis Link to Demo

– Collaborated with 4 team members to develop an application analyzing global and Vietnam’s air pollution.

– Technology: Plotly, Pandas, Seaborn, Numpy.

– Skills: Data Analysis, Data modeling.

Hadoop - Map-reduce Link to Demo

– Set up two-node cluster environment, deal with large scale dataset with map-reduce mechanism.

– Technology: Hadoop, Linux, Java.

– Skills: Bigdata.

Personal Projects

Diffusion model for temporal knowledge graph embedding Link to Demo

– Building a diffusion model to enhance link prediction on temporal knowledge graph.

– Technology: Python, Pytorch.

– Skills: Aritfucial Intelligence, Machine Learning, Deep Learning. Competitions

Participate in UIT Data Science Challenge November 2023

– Organized by UIT-HCMC, provides an opportunity for students to engage in a self-directed learning environ- ment for Data Science.

– With 4 peers to develop an NLP model that can detect fake news, based on the content of sentences. Participate in Youth Digital Citizen Challenge April 2024

– Held by University Of Economics, HCMC, create an environment for self-learning about digital security.

– Collaborated with four peers to develop an application that can detect hallucination of the chatbot responses. Activities & Workshops

Attend SPIKE PRIME Club at American Center, Ho Chi Minh City March 2023

– SPIKE PRIME Club create a learning environment to foster interest for robotics among participants.

– Collaborated with one peers for robot programming, give specific instructions for a robot to perform automated tasks.

Volunteer at ROBOCUS April 2023

An event organized by Robotics & IoT HCMUS, aimed at fostering programming and innovation among primary and secondary school students. During the event, I assisted with logistical tasks to ensure its smooth operation. Attend workshop on Industrial Internet of Things March 2024

– Held as a joint event between Kyoto Institude of Technology and University of Science, HCMC.

– Collaborated with four peers to develop an application to track the change in the device temperature, and show alert when temperature is out of the allowed range. Education

2020 - Present University of Science - Ho Chi Minh National University, Vietnam Bachelor of Information Technology (CGPA: 3.7/4 or 8.61/10) Awards & Scholarship

2020-2021 Semester I&II&III Scholarship IT Faculty, University of Science 2021-2022 Semester II&III Scholarship IT Faculty, University of Science 2022-2023 Semester III Scholarship IT Faculty, University of Science 2022-2023 DXC Vietnam’s Scholarship DXC Vietnam

2022-2023 Top 20 at Fem-lead Activator Scholarship Bosch Global Software Technologies Vietnam

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