Hugh Trinh

Projects

O
OzClimate
OzClimate
Full StackData Engineering
Interactive spatial weather data platform for secondary students and teachers to explore Australian climate trends by postcode, state, and map region with charts, choropleths, and forecasts.
FastAPIPythonBigQueryGoogle Cloud Platform
Code
P
Predicting Oat Crops from Satellite Data
Predicting Oat Crops from Satellite Data
Data AnalysisMachine Learning
Created an R analysis pipeline to clean and analyse ~1.6 million satellite radar and optical data points from the Winnipeg crop mapping dataset. Implemented 8 classifiers to predict whether a farm grows Oats or another crop.
R
CodeView
B
Black Summer in Australia
Black Summer in Australia
Data Visualisation
Interactive data story of Australia's 2019–20 Black Summer bushfires: where they burned, the climate conditions that caused them, and how the fires fed back into climate change.
JavaScript
CodeView
M
Mental Health in Australia
Mental Health in Australia
Data Visualisation
Interactive Tableau dashboard exploring mental-health prevalence, access to care, and provider wait times across Australia with global context.
Tableau
View
I
Institutional Confidence in Japan (WVS)
Institutional Confidence in Japan (WVS)
Data AnalysisStatistics
Data analytics on the World Values Survey (Wave 7) exploring how demographic and attitudinal variables predict confidence in social institutions, comparing Japan against 65 countries.
R
CodeView
N
NutriTrack
NutriTrack
App DevelopmentAI Integration
Your pocket dietitian, powered by Gemini. NutriTrack turns a patient's diet scores into a specific coaching tip, and the full patient cohort into clinical patterns clinicians can act on.
GeminiKotlinAndroid
Code

Experience

Consulting Project Manager
Jul 2026 - Present
Melbourne Technology Consulting Club (MTech)
  • Leads a team of 5 on a digital solution for a non-profit sports organisation, translating business objectives into scoped technical requirements through direct client engagement and stakeholder meetings.
  • Directs system architecture design, developing UML class, state, and activity diagrams to define system behaviour, database schema, and API structure.
  • Runs UX research with target customers through surveys and interviews, synthesising findings into insights that shape the MVP.
  • Documents project methodology and progress across each phase, preparing reports, presentations, and survey materials that consolidate findings for the client and internal team.
Backend Developer Intern
Nov 2025 - Feb 2026
Monash University
Faculty of IT - Summer Vacation Research Scholarship
  • Built and deployed 60+ RESTful API endpoints for MapLink, a contracting marketplace connecting property owners with contractors, covering contract lifecycle, location tracking, and Stripe payments, using FastAPI, PostgreSQL, Redis, and MinIO.
  • Built an automated ID verification system using AKAZE feature matching and OCR (pytesseract, OpenCV) that extracts and validates text from driver's licences, reducing manual verification time.
  • Architected microservices deployment with Docker containerisation, implementing scalable backend services that support concurrent user requests and real-time data synchronisation.
  • Collaborated within a team of 4 developers to design API endpoints, integrate frontend requirements, and establish coding standards for maintainable, production-ready code.
Python
FastAPI
PostgreSQL
Redis
Docker
GitHub Actions
OpenCV
pytesseract
MinIO
Data Engineering Intern
Nov 2024 - Feb 2025
National Payment Corporation of Vietnam
  • Developed a scalable data ingestion and transformation tool converting SQL and CSV data into Parquet format using Python, Pandas, PyArrow, DuckDB, and Ray to support the company's big data analytics initiatives.
  • Achieved 76.54x performance improvement through parallelised processing architecture using multiprocessing, enabling efficient large-scale data transformation workflows.
  • Gained hands-on experience with enterprise-grade technologies including Docker, SeaweedFS, and Hadoop in a production financial technology environment.
Python
Pandas
PyArrow
DuckDB
Ray
Docker
SeaweedFS

Tech Stack

Programming Languages

Python
SQL
R
JavaScript
TypeScript
C++

Infrastructure & DevOps

Google Cloud Platform
Docker
GitHub Actions
Git
Linux

Full-Stack Development

React
Next.js
Tailwind CSS
Angular
FastAPI
Node.js
Vercel

Data Engineering & Analytics

PostgreSQL
MongoDB
Redis
Neo4j
Cassandra
DuckDB
PyArrow
BigQuery
Google Cloud Storage
Pandas
NumPy
Scikit-learn
PyTorch
Tableau
Vega
Streamlit
Jupyter Notebook

Get in Touch

Interested in working together? I'm always open to new opportunities and conversations.

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