Nathan Nguyen
Data Scientist & Machine Learning Engineer specializing in building intelligent systems that solve real-world problems.
About Me
Hello! I'm Nathan Nguyen, a Data Engineer and Machine Learning practitioner with a passion for building efficient data pipelines and developing impactful predictive models that solve real-world business challenges.
In my professional career, I've developed data solutions that increased projected profits by $1.4M for F&B brands, designed optimization tools that streamlined supply chains, and created algorithms that reduced model inference time by 80%. I've also built ETL pipelines using MongoDB, Airbyte, and DBT, and maintained Docker containers for seamless data flow between frontend, backend, and cloud servers.
Beyond my technical work, I'm an avid hackathon participant who thrives in high-pressure creative environments. I've contributed to multiple winning projects by developing innovative solutions under tight deadlines. When I'm not coding, I'm a serious video game min-maxer who approaches games with the same analytical mindset I bring to data problems—optimizing strategies and finding elegant solutions to complex challenges.
Education
MSc Data Science
Deakin University
2023-2025
Location
Melbourne, Victoria
Australia
Available for remote work
My Projects
Here are some of my award-winning data science and machine learning projects from hackathons and competitions.
NIA - AI Agent for Post-discharged Patients
Developed a text-based AI Agent to check up on discharged patients on a regular basis, answering inquiries about their post-op system and tracking their recovery journey.
Tech Stack:
AirBnB Host Growth Hacking in Melbourne
Analysis on how AirBnb hosts can get the fastest growth for their profile operating in Melbourne. Won first place at the Alteryx Student Hackathon 2023.
Tech Stack:
Comic Me - Cycle GAN Implementation
Used Cycle GAN architecture to transform selfie pictures into cartoonized avatar portraits. Created during the Coderschool Hackathon 2020.
Tech Stack:
My Skills
A combination of technical expertise that I bring to every data science project.
Technical Skills
ML & Data Science Tools
Business Intelligence Tools
LLM Engineering Tools
Get In Touch
Have a question or want to work together? Send me a message and I'll get back to you as soon as possible.