Summary
Overview
Work History
Education
Skills
Websites
Certifications And Continuous Learning
Group Project Experience
Affiliations
Languages
Timeline
Generic

Dat Nguyen

Canberra,Australia

Summary

Detail-oriented Software Engineering student with hands-on experience in blockchain development, machine learning, and data-driven problem-solving. Seeking an internship opportunity to apply technical expertise, learn in a collaborative environment, and contribute to innovative technology solutions.

Overview

1
1
year of professional experience

Work History

Personal Project

.
11.2024 - 12.2025
  • Independently built a machine learning pipeline to predict temperatures from weather data
  • Utilized Linear Regression, Decision Tree & K-Nearest Neighbors with cross-validation & GridSearchCV
  • Achieved high model accuracy (R²: 0.9999, MAE: 0.019) and deployed a standalone predictive model
  • Addressed ethical aspects such as data bias & privacy in predictive modeling

Personal Project

.
02.2025 - 03.2025
  • Developed a predictive model for housing prices using the Ames Housing Dataset
  • Performed data preprocessing, outlier handling, feature engineering & linear regression modeling
  • Achieved R² score of 0.91 with RMSE ~$23,000, identifying key price-influencing factors
  • Recommended future improvements with Lasso regression & non-linear models for better accuracy

Backend Developer

Group Project
08.2024 - 10.2024
  • Developed & deployed smart contracts for carbon credit issuance & transfers using Solidity & Hardhat
  • Integrated IPFS for decentralized data storage ensuring transparency & data integrity
  • Built a user-friendly React interface interacting with Ethereum smart contracts via ethers.js
  • Collaborated in agile workflows using GitHub & Trello for task management and version control
  • Conducted security audits & optimized smart contracts for gas efficiency

Group Project

University of Canberra
08.2024 - 10.2024
  • Collaborated with a team of 5 to develop a blockchain-based platform for carbon credit tracking
  • Took ownership of Smart Contract Development using Solidity & Hardhat, handling token issuance & secure transactions
  • Led frontend-backend integration, ensuring seamless communication between React interface and Ethereum blockchain via ethers.js
  • Managed testing & deployment pipelines, including IPFS integration for decentralized data storage
  • Contributed to report writing and technical documentation for project deliverables
  • Facilitated team coordination through GitHub version control & agile task management (Trello, Discord)
  • Played a key role in problem-solving & bug fixing, particularly in contract optimization and user interaction flows

Education

Bachelor of Software Engineering - IT

University of Canberra
ACT, Australia
06-2025

Skills

  • Programming: Python, JavaScript, Solidity, R, HTML
  • Frameworks & Tools: ReactJS, NodeJS, Hardhat, Git, IPFS Pinata, Docker (basic)
  • Databases & Data Tools: SQL (basic), Pandas, Scikit-learn
  • Version Control & Collaboration: GitHub, Trello, Discord
  • Cloud & DevOps: Basic knowledge of AWS EC2 & S3, CI/CD concepts
  • Soft Skills: Problem-solving, Critical Thinking, Collaboration, Adaptability, Continuous Learning

Certifications And Continuous Learning

  • Active participant in blockchain & AI study groups.
  • Self-learning through Kaggle, Coursera, and project-based applications.

Group Project Experience

Blockchain Carbon Offset Platform, University of Canberra, Group Project, 01/01/24, Collaborated with a team of 5 to develop a blockchain-based platform for carbon credit tracking., Took ownership of Smart Contract Development using Solidity & Hardhat, handling token issuance & secure transactions., Led frontend-backend integration, ensuring seamless communication between React interface and Ethereum blockchain via ethers.js., Managed testing & deployment pipelines, including IPFS integration for decentralized data storage., Contributed to report writing and technical documentation for project deliverables., Facilitated team coordination through GitHub version control & agile task management (Trello, Discord)., Played a key role in problem-solving & bug fixing, particularly in contract optimization and user interaction flows.

Affiliations

  • Donated Blood and Plasma to help communities

Languages

English
Professional
Vietnamese
Native/ Bilingual

Timeline

Personal Project

.
02.2025 - 03.2025

Personal Project

.
11.2024 - 12.2025

Backend Developer

Group Project
08.2024 - 10.2024

Group Project

University of Canberra
08.2024 - 10.2024

Bachelor of Software Engineering - IT

University of Canberra

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Dat Nguyen