Data Science Computer

CAO NGUYEN GIA HUNG

Developer Engineer

Ó +84-347******

Ho Chi Minh

R *******************@*****.***

github.com/goiliace

SUMMARY

I am currently pursuing a degree in Computer Science. I set ambitious goals for myself and relentlessly strive for success in my professional endeavors.

SKILLS

Languages: Python, SQL, TypeScripts, JavaScript,

HTML, C++, C, Java

Technologies: Docker, Spark, Hadoop, Hive.

PROJECTS

Torch Chatbot for data science Github

I and my team utilized available pre-trained models such as BERT and T5 to build a small-scale chatbot in the field of Vietnamese-language data science knowledge. Our expectation is to assist data science students in promptly addressing their inquiries. We aim to develop this research into a small-scale chatbot across various other knowledge domains in the future. Django-ReactJS Music web app Github

I have developed a music streaming website, which marks my first project working with Django for the backend and ReactJS for the frontend. Additionally, I utilized PostgreSQL to construct the database. Java Coffee selling app Github

An almost complete desktop application written by me using Java Raven. CHALLENGE

10/2023 - 11/2023 Fact-checking System Vietnamese Group B - UIT Data Science Challenge 2023

• Using TF-IDF and semantic search to find the most relevant evidence sentences for a claim, and then using SBERT, PhoBERT, etc. to classify the claim into the label of SUPPORTED/REFUTED/NEI. 10/2023 - 12/2023 Vietnamese Medical Question Answering Kalapa Challenge 2023

• Using BM25Okapi to get top 3 sentences in 4 corpus set.

• Take top 1 in 3 sentences will be correlated with the answers. And get the answer with the highest score. 9/2023 - 10/2023 Vietnamese Handwritten Text Recognition. Kalapa Challenge 2023

• Design a CRNN network architecture and training on handwritten address in Vietnam.

• Apply CTCloss Function to a criterion of the model and gain 0.93 score on Kalapa challenge. 9/2023 - 10/2023 Visual Question Answering for Vietnamese VLSP2023 - ViVRC Challenge

• Using pretrained model: ConvNeXt to feature extraction and PhoBERT-base to word embedding.

• Encoder: Combining image feature and text feature with Stacked Attention Network to encode feature.

• Decoder: Implement Decoder in Transformer for generate answer EDUCATION

8/2020 - 12/2025 Industrial University of Ho Chi Minh City 3.39/4.0 Computer Science Engineer

EXPERIENCE

6/2023 – 9/2023 Data Engineer BlueBolt Software

• When in this role, I am responsible for building the database for the company’s project. I utilize technolo- gies such as MySQL, eFlow, and DB Diagram for this purpose. 9/2023 – present Web developer BlueBolt Software

• Writing the front-end web portion for a company project using TypeScript and MUI

• Write the backend web portion for a company project using Django and utilize MySQL. DECLARATION

I hereby declare that the above mentioned information is correct up to my knowledge and I bear the responsibility for the correctness of the above mentioned.

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